DataFrame

NO COMPARISON TARGET

81066

ROWS

DUPLICATES

2.5 GB

RAM

FEATURES

CATEGORICAL

NUMERICAL

TEXT

2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains

Unnamed: 0

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

81,066

(100%)

ZEROES:

(<1%)

MAX

121k

95%

117k

101k

AVG

59k

MEDIAN

54k

20k

MIN

RANGE

121k

IQR

80,532

STD

40,625

VAR

1.7B

KURT.

-1.56

SKEW

0.105

SUM

4.8B

city

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

name

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

77,692

(96%)

<1%

5-star hotel concept Stylish Residence Spa & Gym

<1%

Kadıköy Merkezde Klimalı Lüks Yeni

<1%

Leilighet i Gamle Oslo

<1%

Cozy apartment in Oslo

<1%

Blueground | Prenzlauer Berg, nr Mauerpark

<1%

Habitación en Barcelona

<1%

2Br Apartment 5-Star hotel Concept Spa & Gym

80,925

>99%

(Other)

description

VALUES:

78,064

(96%)

MISSING:

3,002

(4%)

DISTINCT:

63,632

(78%)

625

<1%

If you stay in this centrally located place, you'll be close to everything as a family.

337

<1%

Enjoy a simple and cozy stay in this centrally located tranquil place.

293

<1%

Your family will be close to everything when you stay at this centrally-located place.

265

<1%

Keep it simple at this peaceful and centrally-located place.

260

<1%

You can easily access everything as a whole group from this centrally located place.

259

<1%

Enjoy a stylish experience at this centrally-located place.

213

<1%

Relax with the whole family at this peaceful place to stay.

75,812

97%

(Other)

neighborhood_overview

VALUES:

34,039

(42%)

MISSING:

47,027

(58%)

DISTINCT:

25,995

(32%)

<1%

A modernist treasure trove full of elaborate and often fantastical buildings, elegant landscapes and upmarket fashion - there’s really something magical about Eixample. The area sits on the right hand side of Passeig de Gràcia, the main boulevard that separates the city. Its gridded layout keeps t

<1%

This furnished apartment is located in Charlottenburg, which is set within the district of Charlottenburg-Wilmersdorf in Berlin's inner city. This elegant neighborhood is known for its historic architecture and high-end shopping scene, and there's no shortage of things to see and do nearby

<1%

This furnished apartment is located in Mitte, Berlin's first and most central district. The area is incredibly rich in history, with many of the city's museums and tourist sites located within the neighborhood. Bustling Mitte is one of the city's key business districts, and there is a

<1%

Eixample is Catalan for 'extension', meaning an extension of the old Barcelona city, and it is one of the most popular districts in the Catalan capital. Eixample was designed by Catalan-born architect, Ildefons Cerdà, who took traffic and sunlight (amongst many other things) into considera

<1%

Welcome Traveler. The Singer Hostel and Apartment is located right in the center of Berlin. All major attractions are easily accessible and there are plenty of opportunities to have fun in the most trendy suburbs of Berlin - Friedrichshain, Kreuzberg (East Side Gallery, Bars, Clubs, Merc

<1%

The flat is perfectly located within close proximity to supermarkets, cafes, and markets. The area is quiet but within walking distance of parks, rivers, museums, art galleries, markets, and places to eat. The apartment is great for business travelers with most of the commerci

<1%

This furnished apartment is located in Friedrichshain, a hip neighborhood in the eastern part of Berlin. The neighborhood is known for its cool boutiques and after hours club scene. There's also a diverse culinary scene, with everything from authentic Vietnamese food to traditional German pub f

33,611

99%

(Other)

picture_url

VALUES:

81,061

(>99%)

MISSING:

(<1%)

DISTINCT:

78,904

(97%)

<1%

https://a0.muscache.com/pictures/miso/Hosting-1204130972757471218/original/84c4c333-0f10-40ae-9cba-357d5562c34d.jpeg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1020874873424649838/original/ebc1513f-bbe2-4537-99b8-96fae5d635ee.jpeg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1070171527551696334/original/aeedbbba-b8a2-4fcb-8449-262325b833e6.jpeg

<1%

https://a0.muscache.com/pictures/a55511b9-55e5-459d-a4b3-b23b61c05470.jpg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1065049402843703196/original/04425f3f-e990-4c33-be6c-059f7e2b01a4.jpeg

<1%

https://a0.muscache.com/pictures/hosting/Hosting-1055000983386911316/original/29af0cab-0abb-4718-8f45-8efef0b72c65.jpeg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1221154672305110685/original/e8a91f6d-35a0-48b4-9389-54e1a1f0476e.jpeg

80,957

>99%

(Other)

host_since

VALUES:

81,065

(>99%)

MISSING:

(<1%)

DISTINCT:

5,171

(6%)

406

<1%

2016-09-23

394

<1%

2020-05-15

294

<1%

2021-12-03

237

<1%

2015-04-27

217

<1%

2020-07-23

208

<1%

2017-08-23

193

<1%

2023-06-25

79,116

98%

(Other)

host_about

VALUES:

40,287

(50%)

MISSING:

40,779

(50%)

DISTINCT:

17,343

(21%)

576

We’re Blueground, a global proptech company with several thousand move-in-ready apartments in a growing number of major cities around the world. With flexible terms and homes in vibrant, centrally based neighborhoods, you’ll feel at home and free to roam for as long as you want — a month, a year, or

388

<1%

Ukio's mission is to empower individuals to live where and when they want. We do this by disrupting the traditional residential real estate market by providing high quality and furnished apartments for stays of one month or more. We remove all the frustration around finding a rental with no l

208

<1%

Sweett (formerly Sweet Inn) invites you to enjoy comfort, convenience, and local charm in our thoughtfully designed apartments. With 10+ years of hosting experience, we ensure a home-like stay with cozy bedding, fast WiFi, and a Nespresso machine. Our 24/7 team assists with early check-ins, transfer

206

<1%

2010 yılından beri aktif olarak kısa dönem ve uzun dönem ev kiralama, alım-satım, danışmalık izmeti, yeniden değerleme hizmeti, fiyat belirleme uzmanlığı, değer tespit hizmeti vs gibi hizmetler vermekteyiz. Yerimiz Şirinevler Meydan'dadır ve 7/24 siz değerli müşterilerimize hizmet vermek için

200

<1%

Enter Coliving cree en un mundo de coliving. Nuestro objetivo es crear espacios de vida agradables donde las personas se sientan como en casa y tengan la oportunidad de concentrarse en sus objetivos en la ciudad increíble de Barcelona. Somos un grupo que solía vivir juntos compartiendo un apartament

183

<1%

Hi everyone! We are AB Apartment Barcelona, a local agency that offers accommodation options for those that want to visit our wonderful city. Let us tell you a bit more about us :) We have been managing apartments since 2007 when David and Dani, founders and twin brothers, decided to rent their hol

155

<1%

We are "ACOMODIS" apartments in Barcelona! We are a Catalan and Venezuelan couple with 3 daughters and we started using airbnb as our personal account. But since we were getting more apartments to manage we founded our small “family agency” called “ACOMODIS”. We are part of a happy team an

38,371

95%

(Other)

host_response_time

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

host_response_rate

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

2,879

(4%)

MAX

100

95%

100

MEDIAN

100

AVG

MIN

RANGE

100

IQR

2.00

STD

22.2

VAR

492

KURT.

9.64

SKEW

-3.23

SUM

7.4M

host_acceptance_rate

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

101

(<1%)

ZEROES:

4,546

(6%)

MAX

100

95%

100

MEDIAN

AVG

MIN

RANGE

100

IQR

25.0

STD

28.9

VAR

835

KURT.

1.81

SKEW

-1.72

SUM

6.6M

host_is_superhost

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

host_picture_url

VALUES:

81,065

(>99%)

MISSING:

(<1%)

DISTINCT:

39,681

(49%)

4,683

https://a0.muscache.com/defaults/user_pic-225x225.png?v=3

395

<1%

https://a0.muscache.com/im/pictures/user/e79ab552-a5eb-41bd-b02d-a1ff4fff9ea3.jpg?aki_policy=profile_x_medium

388

<1%

https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium

285

<1%

https://a0.muscache.com/im/pictures/user/98fbf951-af01-449c-889e-c955e0f99c8f.jpg?aki_policy=profile_x_medium

206

<1%

https://a0.muscache.com/im/pictures/user/User-147336846/original/d80b53f9-a3ef-44e6-bdbf-3961ff682534.jpeg?aki_policy=profile_x_medium

200

<1%

https://a0.muscache.com/im/pictures/user/74a55874-b3c9-4e77-ba54-e5fcc53140af.jpg?aki_policy=profile_x_medium

196

<1%

https://a0.muscache.com/im/pictures/user/User-32037490/original/70657aed-2f20-44dc-93a2-5a69cb868b67.png?aki_policy=profile_x_medium

74,712

92%

(Other)

host_listings_count

VALUES:

81,065

(>99%)

MISSING:

(<1%)

DISTINCT:

201

(<1%)

ZEROES:

---

MAX

2,984

95%

151

AVG

MEDIAN

MIN

RANGE

2,983

IQR

13.0

STD

130

VAR

16,907

KURT.

238

SKEW

12.7

SUM

2.6M

host_total_listings_count

VALUES:

81,065

(>99%)

MISSING:

(<1%)

DISTINCT:

259

(<1%)

ZEROES:

---

MAX

7,356

95%

183

AVG

MEDIAN

MIN

RANGE

7,355

IQR

17.0

STD

254

VAR

64,761

KURT.

566

SKEW

21.4

SUM

3.8M

host_has_profile_pic

VALUES:

81,065

(>99%)

MISSING:

(<1%)

DISTINCT:

(<1%)

host_identity_verified

VALUES:

81,065

(>99%)

MISSING:

(<1%)

DISTINCT:

(<1%)

neighbourhood_cleansed

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

297

(<1%)

6,461

Beyoglu

3,483

Sisli

3,247

Fatih

2,959

Westminster

2,015

la Dreta de l'Eixample

1,912

Kadikoy

1,755

Kensington and Chelsea

59,234

73%

(Other)

latitude

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

61,342

(76%)

ZEROES:

---

MAX

60.0

95%

59.9

51.6

AVG

47.2

MEDIAN

41.4

41.1

41.0

MIN

40.8

RANGE

19.2

IQR

10.5

STD

6.54

VAR

42.8

KURT.

-1.13

SKEW

0.452

SUM

3.8M

longitude

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

65,212

(80%)

ZEROES:

---

MAX

29.9

95%

29.0

28.9

AVG

12.0

MEDIAN

10.7

-0.0

-0.2

MIN

-0.5

RANGE

30.4

IQR

29.0

STD

12.3

VAR

151

KURT.

-1.51

SKEW

0.450

SUM

973k

property_type

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

105

(<1%)

42,075

52%

Entire rental unit

11,177

14%

Private room in rental unit

6,013

Entire condo

4,127

Entire home

3,653

Private room in home

2,633

Room in hotel

2,507

Entire serviced apartment

8,881

11%

(Other)

room_type

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

accommodates

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

---

MAX

16.0

95%

8.0

4.0

AVG

3.5

MEDIAN

3.0

2.0

1.0

MIN

1.0

RANGE

15.0

IQR

2.00

STD

2.12

VAR

4.51

KURT.

5.55

SKEW

1.82

SUM

281k

bathrooms

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

496

(<1%)

MAX

50.0

95%

2.0

1.5

AVG

1.3

MEDIAN

1.0

MIN

0.0

RANGE

50.0

IQR

0.500

STD

0.754

VAR

0.569

KURT.

473

SKEW

13.0

SUM

104k

bathrooms_text

VALUES:

80,914

(>99%)

MISSING:

152

(<1%)

DISTINCT:

(<1%)

bedrooms

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

3,271

(4%)

MAX

50.0

95%

3.0

2.0

AVG

1.5

MEDIAN

1.0

MIN

0.0

RANGE

50.0

IQR

1.00

STD

1.16

VAR

1.35

KURT.

291

SKEW

9.64

SUM

125k

beds

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

2,225

(3%)

MAX

127

95%

AVG

MEDIAN

MIN

RANGE

127

IQR

2.00

STD

1.81

VAR

3.29

KURT.

379

SKEW

9.80

SUM

167k

amenities

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

72,058

(89%)

261

<1%

[]

136

<1%

["Housekeeping - available at extra cost", "TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

129

<1%

["TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

123

<1%

["Wifi", "TV", "Kitchen", "Washer", "Air conditioning"]

110

<1%

["Wifi", "Kitchen", "Washer", "TV"]

<1%

["Cleaning products", "Washer", "TV", "Dedicated workspace", "Kitchen", "Hot water", "Wifi", "Heating", "Dishes and silverware"]

<1%

["Washer", "Air conditioning", "TV", "Kitchen", "Wifi"]

80,166

99%

(Other)

price

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

7,800

(10%)

885

$126.0

848

$63.0

647

<1%

$189.0

606

<1%

$94.5

481

<1%

$157.5

456

<1%

$252.0

419

<1%

$84.0

76,724

95%

(Other)

minimum_nights

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

140

(<1%)

ZEROES:

---

MAX

999

95%

100

AVG

MEDIAN

MIN

RANGE

998

IQR

30.0

STD

47.5

VAR

2,257

KURT.

107

SKEW

6.67

SUM

2.0M

maximum_nights

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

329

(<1%)

ZEROES:

---

MAX

9,999

95%

1,125

365

AVG

459

MEDIAN

365

300

MIN

RANGE

9,998

IQR

65.0

STD

383

VAR

147k

KURT.

28.3

SKEW

2.00

SUM

37.2M

minimum_minimum_nights

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

136

(<1%)

ZEROES:

(<1%)

MAX

600

95%

100

AVG

MEDIAN

MIN

RANGE

600

IQR

29.0

STD

40.3

VAR

1,625

KURT.

10.7

SKEW

2.46

SUM

1.9M

maximum_minimum_nights

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

147

(<1%)

ZEROES:

---

MAX

999

95%

100

AVG

MEDIAN

MIN

RANGE

998

IQR

29.0

STD

51.5

VAR

2,651

KURT.

38.2

SKEW

4.29

SUM

2.2M

minimum_maximum_nights

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

320

(<1%)

ZEROES:

---

MAX

2.1B

95%

0.0B

AVG

0.0B

MEDIAN

0.0B

MIN

0.0B

RANGE

2.1B

IQR

765

STD

25.0M

VAR

625.7T

KURT.

7,365

SKEW

85.8

SUM

23.7B

maximum_maximum_nights

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

350

(<1%)

ZEROES:

---

MAX

2.1B

95%

0.0B

AVG

0.0B

MEDIAN

0.0B

MIN

0.0B

RANGE

2.1B

IQR

760

STD

26.1M

VAR

682.6T

KURT.

6,751

SKEW

82.2

SUM

25.8B

minimum_nights_avg_ntm

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

902

(1%)

ZEROES:

---

MAX

967

95%

100

AVG

MEDIAN

MIN

RANGE

967

IQR

29.0

STD

42.2

VAR

1,778

KURT.

29.0

SKEW

3.25

SUM

2.0M

maximum_nights_avg_ntm

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

2,344

(3%)

ZEROES:

---

MAX

2.1B

95%

0.0B

AVG

0.0B

MEDIAN

0.0B

MIN

0.0B

RANGE

2.1B

IQR

760

STD

26.1M

VAR

682.3T

KURT.

6,751

SKEW

82.2

SUM

25.8B

has_availability

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

availability_30

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

13,277

(16%)

MAX

30.0

95%

30.0

29.0

AVG

15.3

MEDIAN

15.0

4.0

0.0

MIN

0.0

RANGE

30.0

IQR

25.0

STD

11.6

VAR

136

KURT.

-1.61

SKEW

-0.012

SUM

1.2M

availability_60

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

8,480

(10%)

MAX

60.0

95%

60.0

58.0

MEDIAN

39.0

AVG

35.2

15.0

0.0

MIN

0.0

RANGE

60.0

IQR

43.0

STD

22.1

VAR

488

KURT.

-1.40

SKEW

-0.335

SUM

2.9M

availability_90

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

6,602

(8%)

MAX

90.0

95%

90.0

88.0

MEDIAN

66.0

AVG

57.6

33.0

0.0

MIN

0.0

RANGE

90.0

IQR

55.0

STD

31.5

VAR

994

KURT.

-1.04

SKEW

-0.612

SUM

4.7M

availability_365

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

366

(<1%)

ZEROES:

733

(<1%)

MAX

365

95%

365

340

MEDIAN

255

AVG

224

116

MIN

RANGE

365

IQR

224

STD

119

VAR

14,057

KURT.

-1.23

SKEW

-0.372

SUM

18.1M

number_of_reviews

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

672

(<1%)

ZEROES:

21,534

(27%)

MAX

2,753

95%

151

AVG

MEDIAN

MIN

RANGE

2,753

IQR

27.0

STD

72.5

VAR

5,253

KURT.

101

SKEW

6.67

SUM

2.5M

number_of_reviews_ltm

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

219

(<1%)

ZEROES:

29,650

(37%)

MAX

1,287

95%

AVG

MEDIAN

MIN

RANGE

1,287

IQR

11.0

STD

18.2

VAR

332

KURT.

420

SKEW

10.4

SUM

753k

number_of_reviews_l30d

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

54,772

(68%)

MAX

172

95%

AVG

MEDIAN

MIN

RANGE

172

IQR

1.00

STD

1.80

VAR

3.25

KURT.

1,165

SKEW

17.3

SUM

63,142

first_review

VALUES:

59,532

(73%)

MISSING:

21,534

(27%)

DISTINCT:

4,454

(5%)

234

<1%

2024-06-30

195

<1%

2024-01-01

167

<1%

2024-08-18

155

<1%

2024-06-23

153

<1%

2024-07-07

151

<1%

2024-04-21

140

<1%

2024-05-12

58,337

98%

(Other)

last_review

VALUES:

59,532

(73%)

MISSING:

21,534

(27%)

DISTINCT:

2,099

(3%)

1,205

2024-09-01

1,200

2024-08-18

967

2024-08-25

958

2024-08-19

868

2024-08-23

858

2024-08-31

841

2024-08-26

52,635

88%

(Other)

review_scores_rating

VALUES:

59,532

(73%)

MISSING:

21,534

(27%)

DISTINCT:

190

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.81

AVG

4.66

4.56

4.00

MIN

0.00

RANGE

5.00

IQR

0.440

STD

0.515

VAR

0.266

KURT.

20.4

SKEW

-3.85

SUM

278k

review_scores_accuracy

VALUES:

59,527

(73%)

MISSING:

21,539

(27%)

DISTINCT:

185

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.84

AVG

4.70

4.63

4.00

MIN

0.00

RANGE

5.00

IQR

0.370

STD

0.499

VAR

0.249

KURT.

23.0

SKEW

-4.13

SUM

280k

review_scores_cleanliness

VALUES:

59,528

(73%)

MISSING:

21,538

(27%)

DISTINCT:

205

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

4.98

MEDIAN

4.79

AVG

4.64

4.50

3.82

MIN

0.00

RANGE

5.00

IQR

0.480

STD

0.524

VAR

0.275

KURT.

17.6

SKEW

-3.54

SUM

276k

review_scores_checkin

VALUES:

59,526

(73%)

MISSING:

21,540

(27%)

DISTINCT:

187

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.90

AVG

4.77

4.74

4.00

MIN

0.00

RANGE

5.00

IQR

0.260

STD

0.459

VAR

0.210

KURT.

31.4

SKEW

-4.89

SUM

284k

review_scores_communication

VALUES:

59,529

(73%)

MISSING:

21,537

(27%)

DISTINCT:

173

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.93

AVG

4.78

4.76

4.00

MIN

0.00

RANGE

5.00

IQR

0.240

STD

0.460

VAR

0.211

KURT.

32.6

SKEW

-5.04

SUM

285k

review_scores_location

VALUES:

59,527

(73%)

MISSING:

21,539

(27%)

DISTINCT:

178

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.84

AVG

4.73

4.66

4.00

MIN

0.00

RANGE

5.00

IQR

0.340

STD

0.429

VAR

0.184

KURT.

28.5

SKEW

-4.40

SUM

281k

review_scores_value

VALUES:

59,527

(73%)

MISSING:

21,539

(27%)

DISTINCT:

202

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

4.89

MEDIAN

4.71

AVG

4.57

4.47

3.67

MIN

0.00

RANGE

5.00

IQR

0.420

STD

0.540

VAR

0.292

KURT.

16.3

SKEW

-3.40

SUM

272k

instant_bookable

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

calculated_host_listings_count

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

115

(<1%)

ZEROES:

---

MAX

468

95%

119

AVG

MEDIAN

MIN

RANGE

467

IQR

11.0

STD

63.9

VAR

4,081

KURT.

27.3

SKEW

5.00

SUM

1.8M

calculated_host_listings_count_entire_homes

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

111

(<1%)

ZEROES:

18,019

(22%)

MAX

462

95%

AVG

MEDIAN

MIN

RANGE

462

IQR

8.00

STD

60.9

VAR

3,713

KURT.

31.4

SKEW

5.37

SUM

1.5M

calculated_host_listings_count_private_rooms

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

51,604

(64%)

MAX

356

95%

AVG

MEDIAN

MIN

RANGE

356

IQR

1.00

STD

20.0

VAR

399

KURT.

242

SKEW

14.5

SUM

260k

calculated_host_listings_count_shared_rooms

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

79,846

(98%)

MAX

38.0

95%

0.0

AVG

0.1

MEDIAN

0.0

MIN

0.0

RANGE

38.0

IQR

0.00

STD

1.07

VAR

1.15

KURT.

958

SKEW

28.7

SUM

5,432

reviews_per_month

VALUES:

59,532

(73%)

MISSING:

21,534

(27%)

DISTINCT:

1,047

(1%)

ZEROES:

---

MAX

74.6

95%

4.4

2.0

AVG

1.4

MEDIAN

0.9

0.3

0.1

MIN

0.0

RANGE

74.6

IQR

1.67

STD

1.70

VAR

2.89

KURT.

128

SKEW

6.04

SUM

83,792

comments

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

59,428

(73%)

21,534

27%

[]

<1%

['.']

<1%

['Good']

<1%

['Great place']

<1%

['👍']

<1%

['Great!']

<1%

['Nice']

59,468

73%

(Other)

distance_to_city_center

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

76,483

(94%)

ZEROES:

---

MAX

0.966

95%

0.243

0.090

AVG

0.071

MEDIAN

0.041

0.019

0.008

MIN

0.000

RANGE

0.966

IQR

0.071

STD

0.088

VAR

0.008

KURT.

21.4

SKEW

3.63

SUM

5,786

average_review_length

VALUES:

59,532

(73%)

MISSING:

21,534

(27%)

DISTINCT:

23,095

(28%)

ZEROES:

(<1%)

MAX

574

95%

AVG

MEDIAN

MIN

RANGE

574

IQR

21.1

STD

22.9

VAR

524

KURT.

23.1

SKEW

2.77

SUM

2.5M

spelling_errors

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

38,206

(47%)

MAX

1.00

95%

0.07

0.03

AVG

0.02

MEDIAN

0.01

0.00

MIN

0.00

RANGE

1.00

IQR

0.030

STD

0.032

VAR

9.99e-4

KURT.

134

SKEW

7.35

SUM

1,436

host_profile_pic_people_visible

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

487

(<1%)

ZEROES:

---

MAX

0.994

95%

0.955

0.900

MEDIAN

0.788

AVG

0.731

0.607

0.317

MIN

0.008

RANGE

0.986

IQR

0.293

STD

0.205

VAR

0.042

KURT.

0.186

SKEW

-0.956

SUM

59,260

host_profile_pic_male_or_female

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

515

(<1%)

ZEROES:

---

MAX

1.000

95%

0.999

0.996

MEDIAN

0.979

AVG

0.921

0.908

0.633

MIN

0.185

RANGE

0.815

IQR

0.087

STD

0.123

VAR

0.015

KURT.

3.93

SKEW

-2.07

SUM

74,656

host_profile_pic_setting_indoor_outdoor

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

1,129

(1%)

ZEROES:

---

MAX

0.999

95%

0.941

0.574

AVG

0.340

MEDIAN

0.260

0.046

0.006

MIN

0.000

RANGE

0.998

IQR

0.528

STD

0.311

VAR

0.097

KURT.

-0.925

SKEW

0.610

SUM

27,543

host_profile_pic_professionality

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

793

(<1%)

ZEROES:

---

MAX

0.997

95%

0.831

0.392

AVG

0.263

MEDIAN

0.158

0.049

0.008

MIN

0.000

RANGE

0.996

IQR

0.343

STD

0.262

VAR

0.069

KURT.

0.067

SKEW

1.05

SUM

21,292

host_profile_pic_quality

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

498

(<1%)

ZEROES:

---

MAX

1.000

95%

0.994

0.978

MEDIAN

0.954

AVG

0.905

0.886

0.637

MIN

0.020

RANGE

0.980

IQR

0.092

STD

0.125

VAR

0.016

KURT.

8.83

SKEW

-2.70

SUM

73,388

aesthetic_score

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

75,311

(93%)

ZEROES:

---

MAX

8.18

95%

7.13

6.47

AVG

5.83

MEDIAN

5.67

5.29

4.63

MIN

3.21

RANGE

4.97

IQR

1.18

STD

0.777

VAR

0.603

KURT.

-0.665

SKEW

0.173

SUM

473k

picture_url_setting_indoor_outdoor

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

858

(1%)

ZEROES:

---

MAX

1.000

95%

0.995

0.987

MEDIAN

0.973

AVG

0.850

0.932

0.026

MIN

0.000

RANGE

1.000

IQR

0.055

STD

0.297

VAR

0.088

KURT.

3.14

SKEW

-2.21

SUM

68,870

amount_of_amenities

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

103

(<1%)

ZEROES:

261

(<1%)

MAX

116

95%

AVG

MEDIAN

MIN

RANGE

116

IQR

25.0

STD

15.7

VAR

245

KURT.

-0.480

SKEW

0.266

SUM

2.4M

berlin

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

barcelona

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

istanbul

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

london

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

oslo

VALUES:

81,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

Associations

[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Associations

[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Unnamed: 0

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

longitude

0.66

aesthetic_score

0.60

latitude

-0.49

availability_30

0.37

availability_60

0.36

availability_90

0.34

minimum_minimum_nights

0.33

distance_to_city_center

0.30

minimum_nights_avg_ntm

0.30

minimum_nights

0.29

availability_365

0.26

maximum_minimum_nights

0.23

number_of_reviews

-0.22

host_profile_pic_male_or_female

0.19

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.96

istanbul

0.82

barcelona

0.51

oslo

0.45

berlin

0.27

host_response_time

0.16

bathrooms_text

0.13

host_has_profile_pic

0.12

host_identity_verified

0.09

instant_bookable

0.09

london

0.08

host_is_superhost

0.03

room_type

0.02

has_availability

0.01

MOST FREQUENT VALUES

23451

<0.1%

43804

<0.1%

43816

<0.1%

43812

<0.1%

43811

<0.1%

43810

<0.1%

43809

<0.1%

43808

<0.1%

43805

<0.1%

43803

<0.1%

43821

<0.1%

43800

<0.1%

43799

<0.1%

43797

<0.1%

43795

<0.1%

SMALLEST VALUES

<0.1%

LARGEST VALUES

121065

<0.1%

121064

<0.1%

121063

<0.1%

121062

<0.1%

121061

<0.1%

121060

<0.1%

121059

<0.1%

121058

<0.1%

121057

<0.1%

121056

<0.1%

121055

<0.1%

121054

<0.1%

121053

<0.1%

121052

<0.1%

121051

<0.1%

city

MISSING:

---

TOP CATEGORIES

istanbul

25,402

31%

london

23,205

29%

barcelona

15,422

19%

berlin

9,008

11%

oslo

8,029

10%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

city
PROVIDES INFORMATION ON...

berlin

1.00

barcelona

1.00

istanbul

1.00

london

1.00

oslo

1.00

host_identity_verified

0.08

host_response_time

0.03

instant_bookable

0.03

bathrooms_text

0.03

host_has_profile_pic

0.02

has_availability

0.02

room_type

0.02

host_is_superhost

0.00

THESE FEATURES
GIVE INFORMATION
ON city:

istanbul

0.41

london

0.40

barcelona

0.32

berlin

0.23

oslo

0.21

bathrooms_text

0.03

host_response_time

0.03

instant_bookable

0.01

host_identity_verified

0.01

room_type

0.01

host_has_profile_pic

0.00

host_is_superhost

0.00

has_availability

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
CORRELATION RATIO WITH...

latitude

1.00

longitude

1.00

Unnamed: 0

0.96

aesthetic_score

0.84

minimum_minimum_nights

0.48

minimum_nights_avg_ntm

0.44

availability_30

0.44

minimum_nights

0.42

availability_60

0.42

availability_90

0.38

distance_to_city_center

0.35

maximum_minimum_nights

0.35

availability_365

0.32

host_profile_pic_male_or_female

0.24

name

MISSING:

---

<1%

5-star hotel concept Stylish Residence Spa & Gym

<1%

Kadıköy Merkezde Klimalı Lüks Yeni

<1%

Leilighet i Gamle Oslo

<1%

Cozy apartment in Oslo

<1%

Blueground | Prenzlauer Berg, nr Mauerpark

<1%

Habitación en Barcelona

<1%

2Br Apartment 5-Star hotel Concept Spa & Gym

<1%

5 Star hotel Concept Stylish Residence Spa & Gym

<1%

Exclusively Women - Double Room

<1%

Leilighet på St. Hanshaugen

<1%

Leilighet sentralt i Oslo

<1%

Blueground | Mitte, retail in building

<1%

Exclusively Women - Single Room

<1%

Koselig og sentral leilighet

<1%

Flat in London

<1%

Leilighet i Oslo

<1%

Home away from home

<1%

Apartment Hotel Wittenau

<1%

Stay in Sultanahmet/Hagia Sophia area

<1%

Sultan Süleyman Palace Boutique

<1%

Urban Apartments Grünerløkka Spacious Studio

<1%

Verseca Hotel

<1%

AB Beach Poble Nou

<1%

Sentral leilighet i Oslo

<1%

Habitación individual

<1%

Koselig leilighet på Torshov

<1%

Peker Hotel

<1%

Leilighet på Grünerløkka

<1%

Double room with balcony

<1%

Leilighet på Torshov

<1%

Double Room

<1%

Leilighet på Majorstuen

<1%

Room in London

<1%

5 yıldızlı Otel konsept daire Spa ve Spor Merkezi

<1%

Art Gallery Apartment

<1%

Cozy Room | Center of Istanbul | Ottoman Mansion

<1%

AB Casa Saltor

<1%

Habitación Sagrada Familia

<1%

Blueground | Charlottenburg, nr KaDeWe

<1%

Blueground | Mitte, near Spree

<1%

Standard Double Room

<1%

Double room

<1%

Premium 2 br design flat Merce

<1%

Cozy room

<1%

modernes Business & City Apartment - Gesundbrunnen

<1%

Blueground | Charlottenburg, nr Tiergarten

<1%

Blueground | Charlottenburg, furnished & equipped

<1%

Sentral og moderne leilighet

<1%

Koselig leilighet

<1%

Blueground | Friedrichshain, fully furnished

<1%

London Studios Fulham near District Line

<1%

Bomonti Art Suite Hotel

<1%

2 Bedroom Flat Venezia Istanbul

<1%

Single Room

<1%

Piso de 4 habitaciones y 2 baños

<1%

Roj Suite

<1%

Lovely studio apartment near Mall of Istanbul

<1%

One bedroom apartment

<1%

Habitación a estrenar en Balmes

80,424

>99%

(Other)

description

MISSING:

3,002

(4%)

625

<1%

If you stay in this centrally located place, you'll be close to everything as a family.

337

<1%

Enjoy a simple and cozy stay in this centrally located tranquil place.

293

<1%

Your family will be close to everything when you stay at this centrally-located place.

265

<1%

Keep it simple at this peaceful and centrally-located place.

260

<1%

You can easily access everything as a whole group from this centrally located place.

259

<1%

Enjoy a stylish experience at this centrally-located place.

213

<1%

Relax with the whole family at this peaceful place to stay.

209

<1%

Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe.

201

<1%

Enjoy a stylish experience in this centrally located place.

165

<1%

Enjoy a simple and cozy stay in this centrally located quiet place.

159

<1%

The whole group will enjoy easy access to everything from this centrally located place.

139

<1%

Enjoy easy access to popular shops and restaurants from this charming place to stay.

138

<1%

Forget your worries in this spacious and serene space.

138

<1%

Kick back and relax in this calm, stylish space.

104

<1%

You can relax as a family at this peaceful place to stay.

<1%

This special place is close to everything, making it easy to plan your visit.

<1%

You can rest as a family in this peaceful accommodation.

<1%

Bring the whole family to this great place with lots of room for fun.

<1%

Take it easy at this unique and tranquil getaway.

<1%

Enjoy easy access to anywhere from this perfectly located property.

<1%

Simple and peaceful accommodation, which is centrally located.

<1%

You'll have a great time in this comfortable stay.

<1%

Enjoy easy access to everything from this perfectly located home base.

<1%

You'll have a great time at this comfortable place to stay.

<1%

This stylish space is close to must-see spots.

<1%

At limehome, we believe that everyone deserves a better place while traveling. A place to look forward to return to. A place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our apartments feature high-quality fittings including a premium hotel bed for

<1%

This stylish place to stay is perfect for group trips.

<1%

This unique place has a style all its own.

<1%

As soon as you step outside the door of this property, you will find everything you want to explore.

<1%

Sit back and relax on this calm, stylish space.

<1%

Take a break and unwind at this peaceful oasis.

<1%

Stay in a luxury location close to everywhere you want to visit.

<1%

Enjoy a stylish experience at this centrally located place.

<1%

Have fun with the whole family at this stylish place.

<1%

Relax with the whole family at this peaceful place to stay. Our place is located in a bustling area with a shopping mall, restaurants and cafes, beauty salons, and a mosque nearby. You'll be able to enjoy the convenience of having everything you need within walking distance. Our home is cozy an

<1%

This special place is close to everything and makes it easier for you to plan your trip.

<1%

Located in Beyoğlu in the heart of Istanbul, right next to art galleries, museums, theaters, concert halls and movie theaters, he is waiting to welcome his new residents. Walking distance to places such as Nisantasi Taksim and Cihangir. Elevator, covered garage and 24/7 securi

<1%

Enjoy a simple and comfortable stay in this quiet, centrally located place.

<1%

Enjoy the simplicity of this quiet, central home.

<1%

Included amenities: Wifi, Welcome Pack, Toiletries, Area Tips, Cleaning, Fridge Fill Service, Cafetiere, 24/7 Support.

<1%

Make some memories at this unique and family-friendly place.

<1%

Forget about your worries in this spacious and serene space.

<1%

This special place is close to everything and makes it easy to plan your trip.

<1%

An ideal location for anyone looking to make the most out of living in some of the most vibrant areas of London, whilst maintaining fantastic access to the city centre and, a fabulous living space.

<1%

This home is strategically located-it will be easy to plan your visit!

<1%

If you stay in this centrally located place, you will be close to every place as a family.

<1%

Enjoy your entire family in this stylish space.

<1%

This stylish place is close to must-sees.

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Enjoy the simplicity of this quiet and central place.

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At Badi, we believe that finding new accommodation should be an exciting and enjoyable experience. That's why we aim to make the process of finding short-stay accommodation as easy and relaxed as possible. Our company offers a wide variety of options, from private rooms to entire apartments, ca

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You can enjoy the fun with your whole family in this wonderful place.

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Welcome to URBAN FLATS Berlin! Experience the capital in our modern and cozy apartment in the heart of Berlin Mitte. Our apartments are in the best location to explore the famous sights such as the Brandenburg Gate, Alexanderplatz and the beautiful Museum Island. Many authenti

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Enjoy a simple and cozy stay in this centrally-located place.

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Enjoy the simplicity of this quiet and central accommodation.

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With the central location of this home, you and your loved ones will have it all within easy reach.

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Stop at this oasis of tranquility and take a break and unwind.

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{ More Quality of Living } Enjoy a stylish experience at centrally-located spacious flat. taking our time to perfectly furnish this place to offer a unique memorable holiday to you, your family & friends Living at this place will offer a cosmopolitan experience l

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Hardly anywhere else in Berlin combines authentic neighbourhood life, the history of the once divided city and the vibrant, cosmopolitan spirit as attractive as in the Mitte district around Invalidenstraße. World-class cultural highlights such as the Museum Island or the Natural History Museum can b

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Eixample is Catalan for 'extension', meaning an extension of the old Barcelona city. Eixample was designed by Catalan-born urban planning visionary, Ildefons Cerdà, who took traffic and sunlight (amongst many other things) into consideration when creating the plans for this new district. E

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There is everything you need in this place! Strategically located right in between Şişli & Levent, you’ll take advantage of being in the intersection! Markets, restaurants, and shops are all around, and touristic attractions & commercial places are easily accessible within 30 minutes! In the

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The quiet location on Gerichtstraße is ideal to succumb to the proverbial rough charm of Berlin. In the immediate vicinity you can experience the vibrant neighbourhood with multicultural flair, snacks, takeaways and the rapid change of this environment: Seriousness is one of the most uncompromising

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This furnished apartment is located in Kreuzberg, a sprawling neighborhood in central Berlin. The dynamic and fast-growing area is popular with students, young professionals, and new arrivals to the city. You will find cafes and eateries at every price point, as well as an abundance of Turkish resta

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Right outside the door, you'll find a mix of historic architecture, trendy shops, cafes, and great restaurants. In the immediate vicinity you will also find many of the most beautiful sights of Berlin as well as a colorful nightlife. The beautiful M

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This furnished apartment is located in Prenzlauer Berg, a centrally located and family friendly neighborhood in northeast Berlin. The area is known for its relatively young population, and is especially popular for those with young children. There are cafes and restaurants throughout the area, inclu

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The building is situated at a very convenient location, it is just a few minutes of walk to Sultanahmet Square Just a few steps to historical places in walking distance as below; Blue Mosque – 5 mins Hagia Sophia Museum – 8 mins Topkapi Palace Museum – 12

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There are lots of restaurants, shops, night clubs in a few minutes walk distance to our place.

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This busy district in central Barcelona is characterized by wide streets and an elegant atmosphere. L'Eixample is known for its Art Nouveau architecture, including buildings by Antoni Gaudí, and the shopping and dining around the Plaça de Catalunya and along Passeig de Gracia. <br

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The Gothic Quarter is one of the oldest and most emblematic neighborhoods in the city of Barcelona, located in the heart of the historic center of the city. This neighborhood is characterized by its narrow medieval streets, historical buildings, churches, squares and museums.

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Sisli is a lively district that houses many attractions to discover such as shopping malls, restaurants, cafes, pubs, stores, boutiques, cinemas, theaters, cultural centers, galleries and museums. Our house is located within proximity to all these opportunities.

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Galata is a neighbourhood of Istanbul located at the northern shore of the Golden Horn, the inlet which separates it from the historic peninsula of old Constantinople. The Golden Horn is crossed by several bridges, most notably the Galata Bridge. The medieval citadel of Galata was a colony of the Re

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Beyoglu/ Taksim is the heart of the Istanbul. You can reach Taksim square in 15 minutes by walking and 5 minutes by car. Taksim Square ,situated in Beyoğlu , the European part of Istanbul. Taksim is a major tourist and leisure district famed for its restaurants, shops, and hotels. It is considered t

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This apartment is located on Bogazkesen, the officially declared Cultural Street of Istanbul, connecting Galataport to the famous Istiklal Street, both of which are home to shopping, vibrant nightlife, the best of local cuisine, prestigious museums, and more. It's only a

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An ideal blend of city and country, the Sarrià-Sant Gervasi district straddles the city grid and the slopes of Mt. Tibidabo. The southern portion of the district is home to world-class shopping and dining, with everything from sushi to tapas bars on offer and both independent and brand-name boutique

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Kadikoy is a lively district with a variety of things to offer - from countless modern cafes, through local and international restaurants, art galleries, and bazaars full of spices and souvenirs, to big shopping centers with domestic and international brands. Kadikoy is Istanbul’s Asian hub with bus

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South Kensington, Gloucester Road Bustling with boutiques, restaurants, bars and museums South Kensington is amongst London’s most desirable and expensive areas. With Kensington Place and Hyde Park just a short walk away, our two bedrooms luxury serviced apartments are an ideal location for anyone t

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The neighborhood of Poble Sec was the first extension built outside of Barcelona's historic city centre. Located at the base of Montjuïc, this neighbourhood has great access to all of the attractions on the hill, such as Poble Espanyol and many more museums. The main avenue of Poble Sec is Avin

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"La Sagrada Família" is a neighborhood surrounding the Barcelona’s most famous basilica with the same name, the stunning Sagrada Família. Sagrada Familia area is one of the best locations for a stay in Barcelona; it’s popular both among tourists and locals, as it's vibran

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This unique area is rich in history, architecture, culture, and cuisine. Just a short distance to the trendy Passeig de Gràcia you will find, La Pedrera, Casa Batlló, and Casa Milà along with several upscale shops and restaurants. On summer (July and August) a few meters away there is the

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Cosmopolitan Neukölln is popular with artists, students and new arrivals in Berlin. The neighborhood is known for its large international population and busy streets lined with Middle Eastern pastry shops and restaurants. Nature lovers won't want to miss Britzer Garten, a lovely park with frequ

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Euston station is located in Camden in Euston Road where it's situated amongst offices, municipal buildings, hotels and shops. On Euston Road, you'll also find the Wellcome Collection and the British Library, both of which are free to visit and always worth a look.From Euston station, it&#

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Northcote Road SW11 - The immediate neighbourhood which I must make special mention of is a local street located 3 min walk away called Northcote Road voted one of the best high streets in London which has upscale markets and an abundance of independent stores/grocery along with fabulous restaurant

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Once a working class neighborhood surrounding a wrought iron 19th century market is now one of Barcelona’s best hidden gem neighborhoods, Sant Antoni. Sant Antoni’s tree lined streets are now abundant with trending bars,restaurants, and concept stores. Old world charm with stylish youth can be seen

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Ayazağa District Ayazağa Street Number:3, 34485 SARIYER/Istanbul

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Eixample Dreta is characterized by its impressive Gaudi-inspired architecture. Take in the beauty of the Catalan structures while strolling down the famous Paseo de Gracia or Rambla Catalunya, where you'll find some of the city's best restaurants and shopping. Enjoy a traditional glass of

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sagrada Familia - 1073 m Torre Agbar - 1502 m

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Sultanahmet is the heart of historic Old Istanbul, what 19th-century travelers used to call “Stamboul.” This is where you’ll find Topkapi Palace, Ayasofya (Hagia Sophia), the Blue Mosque (Sultan Ahmet Camii), the Byzantine Hippodrome, Yerebatan Saray (Sunken Palace Cistern), t

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Welcome to Les Corts, an enchanting district in the heart of Barcelona that offers a perfect blend of tradition, modernity, and a vibrant local atmosphere. From historic landmarks to bustling markets and serene parks, Les Corts beckons you to explore its treasures and experience the true essence of

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HAPPY NEIGHBOURHOOD Paral.lel and Poble Sec are barrios included in the district called Montjuïc. Paral.lel is an avenue that cuts down from picturesque Plaça Espanya right down to the World Trade Centre at the tip of the port. Poble Sec is an area spreading out from the middle of Paral.l

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Directly facing a green park. The area has plenty of shops, coffees, and restaurants. Mini buses in front of the gate. Bus stop 200 meters away. Metrobus station 5 minutes away by car. Four shopping malls between 8 – 12 minutes away by car

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Apartment is located just 240 meters from Sagrada Familia. Right on Avenida Gaudí, a cozy boulevard that leads from Sagrada Familia to Hospital de Sant Pau (which is another architectural wonder, a UNESCO World Heritage Site). Eixample is one of the safest areas of Barcelona and at the sa

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Popular points of interest near the hotel include Basilica Cistern, Column of Constantine, Grand Bazaar, Topkapi Palace, Hagia Sophia, Blue Mosque, Gulhane Park, Metro Station, Tram station, ferry and bus stations are in a walk distance. Private parking is possible at a locati

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Poblenou is Catalan for 'New Village', and is situated with the Mediterranean Sea on one side and the beautiful Parc de la Ciutadella on the other. Historically, the area was one of the main industrial zones of the city, however today, Poblenou is surrounded by many new developments, inclu

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Istanbul serves as a bridge linking two continents, while Galata acts as a connector between two most significant districts in Istanbul - Beyoğlu (Istiklal Avenue), and the Old City, all within walking distance. Galata, once a thriving hub for Genoese and Venetian merchants, represents a unique geog

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Kensington is the ideal central London location with lots to explore, see and do: Royal Palaces, three world famous museums, green open spaces and parks, a famous concert hall, Imperial College, plenty of shopping opportunities, restaurants and cafes, and excellent transport links to theatre land in

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This apartment is located in Bağcılar in Istanbul’s European side, a calm and delightful area. Distance from airports: Istanbul Grand Airport (IST): 26-min drive (34 km) Sabiha Gökçen Airport (SAW): 43-min drive (62 km) Distance f

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Sant Gervasi is an idyllic, family-friendly neighborhood known for its tranquility and beautiful Turo Parc. Enjoy strolling the paseos and shopping the vast collection of luxurious shops and fine dining along Avenida Diagonal. Looking to stock your kitchen and taste some of Barcelona's most del

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This apartment is located on one of the most beautiful part of Taksim, in the same neighborhood with the likes of famous Soho House and Pera Palace, at a 15 minutes walking distance away from the Taksim Square. In addition to endless cafes, restaurants, bars and stores, you wi

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Located on Calle Casanova, with Avenida Diagonal, C211 offers a new way to travel. The neighborhood is excellent in every way: quiet and safe, very close to the lungs of the city, the Turó Park, a short walk from Paseo de Gracia, Rambla Catalunya, surrounded by the best shops and restaurants and jus

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Dreta de l'Eixample is a neighborhood in the Eixample district of Barcelona. It includes Plaça de Catalunya, the centre of the city, and the upscale streets Rambla de Catalunya and Passeig de Gracia. It is the bourgeois neighborhood of the city, which makes the majority of its population belong

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Central location from which you can easily reach all cultural facilities, sights, leisure and business facilities. By car you can reach the Memorial Church in just 5 minutes, the Brandenburg Gate in about 11 and Alexanderplatz in just 15 minutes.

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The Central Place apartments are part of a modernist building located in a quiet neighborhood and close to Rambla Catalunya and Paseo de Gracia. - La Pedrera, 5 minutes on foot. - Casa Batlló, 3 minutes walk. - Plaza Cataluña, Las Ramblas and the Old Town

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Poble Sec is a neighborhood located near Plaza España, Sant Antoni and from which you can walk to the center of Barcelona. It is a small neighborhood characterized by elegant 19th century architecture. Carrer de Blai is famous for its creative tapas bars and lively taverns. The busy Paral·lel avenue

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Beyoğlu / Taksim is the heart of the Istanbul. You can reach Taksim square in 15 minutes by walking and 5 minutes by car. Taksim Square , situated in Beyoğlu , the European part of Istanbul. Taksim is one of the city’s main tourist attractions and cosmopolitan hub with variety

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Welcome to Sant Pere, a neighborhood brimming with character and cultural allure. Indulge in the bohemian vibes of this Barcelona enclave, where you'll find an array of cozy Catalan cafes, trendy boutiques, and inviting wine bars. With its central location, Sant Pere invites you to immerse your

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We are very well located in a popular local area, but still away from the craziness of the city center. We are a short walk from the best site in Barcelona, Antoni Gaudi's famous Sagrada Familia Church. We are also connected to all of the main tourist attractions of Barcelona with two metro lin

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The Eixample district not only is the most iconic in Barcelona, it’s also the most diverse in terms of shopping, restaurants and nightlife. The gridlike layout is the symbol of the sunny and modern Barcelona we know today. Nowadays Eixample is famous for being home to the m

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Friedrichshain is one of the districts of former East Berlin that has changed the most. It is Berlin's new bohemia, managing a firm connection to the old East Germany and a forward-looking, youthful scene. Culinary delights on market day, a relaxing walk through the Volkspark or a vi

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Our hotel is located on the main street in the center of Sisli, one of the most famous areas in Istanbul. Our hotel is in the same location as many surrounding hotels such as Holiday Inn, Marriott, Radisson Blu and Mare Park. In the surrounding area there are health centers and pharmacies such as th

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Situated in the famous Galata area, Ali Hoca 6 rests in one of the most cosmopolitan and sought-after parts of the city. As well as being within a short walking distance of countless places of historical significance such as the Galata Tower, Tünel, Karaköy pier and the picturesque Istiklal Caddesi,

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Our neighborhood is very quiet and safe. With a variety of restaurants and supermarkets. The apartment is a 10-minute walk from Sagrada Familia and 15 minutes from La Rambla. The metro and bus stop is 3 minutes away, ideal as public transport connects with the entire city of B

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<1%

2019-01-02

<1%

2020-02-12

<1%

2022-07-21

<1%

2023-06-08

<1%

2021-08-13

<1%

2013-10-13

<1%

2023-06-06

<1%

2022-01-05

<1%

2023-05-30

<1%

2019-09-01

<1%

2022-08-04

<1%

2011-11-10

<1%

2019-06-25

<1%

2020-01-08

<1%

2024-07-17

<1%

2014-09-24

<1%

2015-11-04

<1%

2013-08-06

<1%

2011-12-14

<1%

2019-11-04

<1%

2015-01-22

<1%

2016-02-09

<1%

2024-01-22

<1%

2012-09-13

<1%

2014-04-29

<1%

2022-09-15

<1%

2016-07-14

<1%

2017-05-14

<1%

2014-09-29

<1%

2015-05-13

<1%

2024-03-20

<1%

2019-03-20

<1%

2022-07-27

<1%

2016-08-11

73,681

91%

(Other)

host_about

MISSING:

40,779

(50%)

576

388

<1%

208

<1%

206

<1%

200

<1%

183

<1%

155

<1%

153

<1%

Hi there, My name is Enrique and I am a Barcelona Local. I have always loved traveling myself, but also sharing the beauty and wonders of Barcelona with others, so a few years ago I started renting out 2 apartments to travelers coming to the city, always meeting everyone in person so I could share

137

<1%

We are your professional property manager that cares about giving the best guest experience: that’s why our friendly, round-the-clock Support Team is here to help! We’ll tell you everything you need to know before check-in, and answer any questions during your stay.

133

<1%

Greetings from the Veeve team! Veeve manage the largest collection of homes to rent for short stays in London since 2011, launching in Paris in 2017. Our rental homes are predominantly privately-owned, lived-in homes in vibrant neighbourhoods. Thanks to our fully managed service, when you stay in

122

<1%

Habitat Apartments is a professional vacation rental agency with 19 years of experience welcoming guests to the city. We have been awarded, 4 years in a row, "Spain's Leading Serviced Apartment Brand" at the World Travel Awards. How we do it? - We work with a professional cleaning &a

117

<1%

Hello and welcome! I am happy to be part of the Airbnb community and to be able to make people feel like home away from home during their travels. I myself love travelling around the world and meeting other hosts. My favourite destinations are Vietnam and Italy. I share my knowledge and ideas thro

114

<1%

We established VNG Property in 2018, specializing in home rentals in Istanbul, Turkey. We wanted to give foreigners a vibrant and unique experience living in our favorite city! Since founding VNG we have been scouting the best homes with character and comfort for guests to experience and live like a

112

<1%

At Badi, we believe that finding a new home should be an exciting and enjoyable experience. That's why we've made it our mission to make the process of finding a mid-term rental as easy and stress-free as possible. Our company offers a wide variety of options, from private rooms to entire

<1%

Urban Apartments er et selskap som tilbyr korttidsutleie i Oslo sentrum. Leilighetene er for alle, men består for det meste av bedriftskunder.

<1%

Hello, we are the Travelnest Team and we offer more than 4000 properties worldwide. From quaint cottages in the country to luxury villas by the sea, we have something for everyone! When you book with Travelnest, we’ll make every effort to ensure you enjoy your stay. Please get in touch with us i

<1%

Merhaba and welcome! This is Raju who loves traveling a lot and always happy to host some guests in Istanbul. I am a very enthusiastic person and enjoy sharing my experience. I like to offer an atmosphere of harmony and happiness, as any kind of tip and help for finding out curious corners of Istan

<1%

At limehome, we believe that everyone deserves a better place while travelling. A place to look forward to return to. Simply a place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our homey Suites feature high-quality fittings for restful nights &

<1%

Hi :) I would describe myself as a warm, welcoming and happy person. I grew up in London and discover something new about this city every day. After years of living here and experiencing many of the restaurants, shops and sights to see, I have plenty of recommendations to share. As a passiona

<1%

City Relay is a property management company that looks after a bright and diverse portfolio of properties in London! We are committed to offering the best stay to each and every one of our guests. We provide some unique services that most of the other hosts cannot provide. All our properties are s

<1%

LOCA BARCELONA is a real estate services company founded more than 15 years ago in Barcelona. We are a multilingual team at your disposal ready to meet your accommodation needs in Barcelona, whether for a rental or apartment purchase. Customer service oriented, our team strives to provide an excepti

<1%

In a world of stuffy, faceless hotels, we’re replacing the unnecessary hassle with simplicity and delight. Mixing technology and taste together in the world’s greatest neighbourhoods, we create stays that are unashamedly original authentic. With the comforts of home and the quality of a boutique hot

<1%

Hey there, I'm Carla! As part of a hosting company, I'm excited to welcome you to our short-term rental apartments in Barcelona. Whether you're here for a vacation getaway, leisurely escape, or recreational adventure, we've got the perfect spot for you, whether it's for a co

<1%

I am a person who loves living, traveling and meeting people from all around the world . Hosting people is just amazing! I have several flats and boats in Barcelona and Girona Just let me know what do you need and will try to find you something for you!

<1%

Hola a todos! Os mando un saludo muy fuerte y espero que podamos hablar lo antes posible. Hasta pronto!

<1%

I am 43 years old, born and bred in Barcelona , have been travelling and meeting new friends all over the world. Now I'm sharing my apartments with fellow travelers since the dawn of AIRBNB and has been a great experience so far . Will love sharing this wonderful city with you , so welcome to

<1%

We are Alcambarcelona. We love our work and are willing to be good hosts. Barcelona is a very active and I'm sure you love to enjoy the city awaits you in our apartments. Greetings from Barcelona:)

<1%

¡Hola! Somos Eduardo, Rodrigo, Raidel, Tania, Aarón y Maby y trabajamos para una empresa especializada en alquileres a corto plazo en Barcelona. Éste trabajo nos ha dado la oportunidad de conocer a personas de diferentes culturas y nacionalidades, así como compartir nuestras experiencias con ellos.

<1%

We are company and all the apartments are professionally managed by beandlivehomes

<1%

Rooms, suites, and apartments in over 40 cities around the world. Every Sonder features designer details, keyless entry, and fast free WiFi. Experience a better way to stay today.

<1%

¡Hola! Me llamo Júlia y formo parte del equipo de Ola Living. ¿Te cuento los mejores planes para conocer Barcelona?

<1%

Hey there, I'm a free spirit who loves adventure and always wears a smile. I'm an actor, engineer, and entrepreneur, producer all rolled into one and in a mess :D I've traveled a lot and know exactly what a traveler needs. My ultimate dream was to create the perfect place where fellow

<1%

Merhaba, We are a small group of friends of different origins who live in Turkey but very fond of traveling ourselves. We love this country very much and aim at making your stay here as memorable as possible. We know what it takes to ensure guests receive the most courteous, professional, and we

<1%

Somos unos apasionados de los viajes. Tanto, que ¡nos hemos convertido en profesionales! Estamos muy orgullosos de haber empezado alquilando apartamentos en Barcelona a viajeros nacionales e internacionales. Llevamos más de una década alquilando apartamentos a familias, grupos de amigos, parejas..

<1%

As Zen Homes, we believe that comfort and convenience have a first-degree impact on human psychology and health. That's why we aim to design our homes with your comfort and health in mind and to offer you a high quality accommodation experience. We are honored and proud to offer this service t

<1%

Greetings from Istanbul :) This is Zeynep, born in 1998 in Istanbul. I have been through many areas of tourism business and currently engaged in both being a travel consultant and a host here at Airbnb. At our various rooms in Sultanahmet area, I'd be delighted to guest you at one of our accomm

<1%

Welcome to our Airbnb profile! We're a property management company passionate about hosting and providing you with the best stay ever. Our team provides exceptional experiences, from comfy accommodations to local recommendations. With years of hospitality experience, we take pride in managing p

<1%

<1%

Die DOWNTOWN APARTMENTS Mitte/Wedding sind entspannte Ruhezone und inspirierender Startpunkt zugleich. Das Angebot der 22 vollständig ausgestatteten und klimatisierten Serviced Apartments reicht vom 31 qm großen Studio über großzügige 2- und 3-Raum-Apartments bis zum 83 qm weiten Penthouse mit traum

<1%

Hi all, We are managing several properties with a large team in multiple locations in Istanbul. Please reach us so that we can offer alternatives addressing your needs and offering best experience for vacation. As a team, We rewarded with 'superhost' badge for the 8th consequtive time w

<1%

Ich bin 38 Räume groß / schwer Bin zentral gelegen, habe helle , geräumige Zimmer, frühstücke gern bis 11:00 Uhr. Habe gern einen Drink an der Bar mit Freunden aus aller Welt. Spiele gern Pool Billard und Table Kicker in der Bar

<1%

Happy to help you settle in.

<1%

Our only objective is to ensure that your stay is even better than you imagined. We are Flateli, a company that manages beautiful short and mid term properties. We love to host our guests and make them feel like home. Ask anything you need and we will make our best to get it for you!

<1%

Our mission is to make your life easier so you can focus on what really matters to you. That's why we offer you all-inclusive rooms and Coliving apartments on a single bill in the centre of Barcelona.

<1%

Taj Suites is a real estate management company that aims to provide high quality apartments at exceptional prices. Our guests’ satisfaction is our top priority. Feel free to reach out about our services at anytime!

<1%

De todos los lugares que he visitado Barcelona es la ciudad que más me ha enamorado y ... aquí estoy! :)

<1%

At onefinestay, we open doors to the finest homes and villas in the most desirable destinations and deliver a one-of-a-kind service to guests, homeowners and travel partners around the world. With each memorable stay, we deliver a level of personal service and professional hospitality unmatched in t

<1%

Hi everyone! I'm an easygoing person who loves to travel and to meet people all around the world. My apartments are ideal if you want to visit the city, I know Barcelona well and will be able to help you to go to the best spots in the city and restaurants. For more than 14 years I am hosting g

<1%

Hello, we are the Travelnest Team and we offer more than 10,000 properties worldwide. From quaint cottages in the country to luxury villas by the sea, we have something for everyone! When you book with Travelnest, we’ll make every effort to ensure you enjoy your stay. Please get in touch with

<1%

Die Downtown Apartments bieten 27 vollständig ausgestattete Serviced Apartments: vom 36 qm großen Studio über großzügige Wohnungen mit zwei Schlafzimmern und zwei Bädern bis zum 147 qm weiten Penthouse mit zwei traumhaften Terrassen. Jedes Apartment verfügt über eine Loggia oder eine Terrasse – mit

<1%

At GuestReady, we're on a mission to redefine modern hospitality. We specialise in helping hosts deliver outstanding experiences to their guests worldwide. With years of hospitality experience, we're dedicated to providing an exceptional experience. Let us help you find the perfect place f

<1%

En Catalonia Hotels & Resorts contamos con 75 establecimientos en más de 20 destinos, siendo una de las cadenas hoteleras líderes en España. Somos una cadena moderna e innovadora, en la que se destacan las excelentes ubicaciones de nuestros hoteles. El equipo humano es nuestro eje principal para

<1%

Hello! We are Higuests, a start-up dedicated to the management of Holiday Homes for short, medium and long term rentals. First, we help you find the perfect accommodation; second, you spend a care-free holiday! We take care of everything related to your stay (check in, cleaning, maintenance, guest s

<1%

Después de estudiar, vivir y conocer culturas en Berlín, Amsterdam, Río de Janeiro, San José de Costa Rica y Buenos Aires entiendo el concepto de Pura Vida!! Ven a Barcelona y disfrutarás de sus gentes, su gastronomía y sus oportunidades de ocio y cultura. Una ciudad única y cosmopolita, llena de

<1%

Hi, I’m Shlome. I started listing my two-bed flat in Stoke Newington way back in 2013. I used to help my friends out too, running their listings when they went away on holiday. I loved hosting and meeting people from around the world so much that in 2017 I decided to make it my full-time job. I’ve

<1%

Leslie, Maria, Ella & Arthur

<1%

I am from Barcelona. I love to travel and I work in the accommodation sector in Barcelona. I like to read, do some workout, hikking, live music, hikking going and go out with friends.

<1%

Choisis principalement pour leur emplacement et leur luminosité, nos appartements Casa Cosi ont minutieusement été rénovés afin de préserver leur caractère tout en leur apportant un maximum de confort : double vitrage, climatisation et chauffage central, salle de bain modernes, cuisines fonctionnell

34,821

86%

(Other)

host_response_time

MISSING:

---

TOP CATEGORIES

within an hour

47,427

59%

not available

11,244

14%

within a few hours

10,525

13%

within a day

7,056

a few days or more

4,814

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_response_time
PROVIDES INFORMATION ON...

has_availability

0.15

instant_bookable

0.11

host_is_superhost

0.09

oslo

0.05

host_has_profile_pic

0.04

barcelona

0.03

city

0.03

host_identity_verified

0.03

istanbul

0.03

room_type

0.01

bathrooms_text

0.01

berlin

0.01

london

0.00

THESE FEATURES
GIVE INFORMATION
ON host_response_time:

instant_bookable

0.06

host_is_superhost

0.04

city

0.03

istanbul

0.01

oslo

0.01

barcelona

0.01

has_availability

0.01

host_has_profile_pic

0.01

bathrooms_text

0.01

room_type

0.01

host_identity_verified

0.00

london

0.00

berlin

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
CORRELATION RATIO WITH...

host_response_rate

0.93

host_acceptance_rate

0.52

minimum_minimum_nights

0.39

minimum_nights_avg_ntm

0.36

review_scores_cleanliness

0.35

review_scores_communication

0.34

review_scores_location

0.34

review_scores_checkin

0.34

review_scores_accuracy

0.34

review_scores_rating

0.34

review_scores_value

0.34

reviews_per_month

0.32

minimum_nights

0.32

maximum_minimum_nights

0.30

host_response_rate

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_acceptance_rate

0.43

minimum_minimum_nights

-0.21

amount_of_amenities

0.19

minimum_nights_avg_ntm

-0.19

minimum_nights

-0.17

availability_30

-0.17

availability_60

-0.15

maximum_minimum_nights

-0.14

number_of_reviews_ltm

0.14

reviews_per_month

0.14

availability_90

-0.13

number_of_reviews_l30d

0.13

availability_365

-0.12

number_of_reviews

0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.93

host_is_superhost

0.17

instant_bookable

0.14

city

0.11

istanbul

0.10

host_has_profile_pic

0.10

room_type

0.07

bathrooms_text

0.07

barcelona

0.05

london

0.04

host_identity_verified

0.04

has_availability

0.03

berlin

0.02

oslo

0.01

MOST FREQUENT VALUES

100.0

57,693

71.2%

0.0

2,879

3.6%

99.0

2,490

3.1%

90.0

2,027

2.5%

98.0

1,757

2.2%

97.0

1,292

1.6%

80.0

939

1.2%

91.0

857

1.1%

50.0

773

1.0%

96.0

747

0.9%

94.0

707

0.9%

88.0

695

0.9%

95.0

560

0.7%

93.0

519

0.6%

89.0

484

0.6%

SMALLEST VALUES

0.0

2,879

3.6%

3.0

<0.1%

4.0

<0.1%

5.0

<0.1%

7.0

<0.1%

8.0

<0.1%

9.0

<0.1%

10.0

203

0.3%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

<0.1%

15.0

<0.1%

16.0

<0.1%

17.0

<0.1%

LARGEST VALUES

100.0

57,693

71.2%

99.0

2,490

3.1%

98.0

1,757

2.2%

97.0

1,292

1.6%

96.0

747

0.9%

95.0

560

0.7%

94.0

707

0.9%

93.0

519

0.6%

92.0

474

0.6%

91.0

857

1.1%

90.0

2,027

2.5%

89.0

484

0.6%

88.0

695

0.9%

87.0

100

0.1%

86.0

390

0.5%

host_acceptance_rate

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_response_rate

0.43

reviews_per_month

0.25

number_of_reviews_ltm

0.22

number_of_reviews_l30d

0.19

amount_of_amenities

0.18

number_of_reviews

0.17

availability_30

-0.15

minimum_minimum_nights

-0.15

minimum_nights_avg_ntm

-0.13

availability_60

-0.12

minimum_nights

-0.11

availability_90

-0.10

availability_365

-0.09

distance_to_city_center

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.52

instant_bookable

0.38

host_is_superhost

0.18

city

0.16

oslo

0.15

bathrooms_text

0.08

barcelona

0.08

host_has_profile_pic

0.08

host_identity_verified

0.07

has_availability

0.05

room_type

0.05

london

0.05

istanbul

0.03

berlin

0.02

MOST FREQUENT VALUES

100.0

23,055

28.4%

97.0

10,523

13.0%

99.0

6,885

8.5%

0.0

4,546

5.6%

98.0

3,375

4.2%

96.0

2,312

2.9%

50.0

1,422

1.8%

95.0

1,343

1.7%

94.0

1,301

1.6%

93.0

1,184

1.5%

67.0

978

1.2%

92.0

904

1.1%

88.0

892

1.1%

91.0

870

1.1%

80.0

817

1.0%

SMALLEST VALUES

0.0

4,546

5.6%

1.0

<0.1%

2.0

<0.1%

3.0

<0.1%

4.0

<0.1%

5.0

108

0.1%

6.0

<0.1%

7.0

<0.1%

8.0

<0.1%

9.0

<0.1%

10.0

<0.1%

11.0

0.1%

12.0

<0.1%

13.0

126

0.2%

14.0

113

0.1%

LARGEST VALUES

100.0

23,055

28.4%

99.0

6,885

8.5%

98.0

3,375

4.2%

97.0

10,523

13.0%

96.0

2,312

2.9%

95.0

1,343

1.7%

94.0

1,301

1.6%

93.0

1,184

1.5%

92.0

904

1.1%

91.0

870

1.1%

90.0

744

0.9%

89.0

752

0.9%

88.0

892

1.1%

87.0

603

0.7%

86.0

806

1.0%

host_is_superhost

MISSING:

---

TOP CATEGORIES

61,885

76%

19,181

24%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_is_superhost
PROVIDES INFORMATION ON...

has_availability

0.04

host_response_time

0.04

host_has_profile_pic

0.02

host_identity_verified

0.02

berlin

0.00

oslo

0.00

room_type

0.00

bathrooms_text

0.00

city

0.00

instant_bookable

0.00

london

0.00

istanbul

0.00

barcelona

0.00

THESE FEATURES
GIVE INFORMATION
ON host_is_superhost:

host_response_time

0.09

host_has_profile_pic

0.01

host_identity_verified

0.01

has_availability

0.01

bathrooms_text

0.00

city

0.00

room_type

0.00

berlin

0.00

oslo

0.00

instant_bookable

0.00

london

0.00

istanbul

0.00

barcelona

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_is_superhost
CORRELATION RATIO WITH...

amount_of_amenities

0.29

number_of_reviews_ltm

0.27

review_scores_rating

0.27

review_scores_cleanliness

0.27

review_scores_value

0.27

review_scores_accuracy

0.26

review_scores_communication

0.26

review_scores_checkin

0.25

review_scores_location

0.25

number_of_reviews

0.24

reviews_per_month

0.24

number_of_reviews_l30d

0.20

host_acceptance_rate

0.18

average_review_length

0.17

host_picture_url

MISSING:

(<1%)

4,683

https://a0.muscache.com/defaults/user_pic-225x225.png?v=3

395

<1%

https://a0.muscache.com/im/pictures/user/e79ab552-a5eb-41bd-b02d-a1ff4fff9ea3.jpg?aki_policy=profile_x_medium

388

<1%

https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium

285

<1%

https://a0.muscache.com/im/pictures/user/98fbf951-af01-449c-889e-c955e0f99c8f.jpg?aki_policy=profile_x_medium

206

<1%

https://a0.muscache.com/im/pictures/user/User-147336846/original/d80b53f9-a3ef-44e6-bdbf-3961ff682534.jpeg?aki_policy=profile_x_medium

200

<1%

https://a0.muscache.com/im/pictures/user/74a55874-b3c9-4e77-ba54-e5fcc53140af.jpg?aki_policy=profile_x_medium

196

<1%

https://a0.muscache.com/im/pictures/user/User-32037490/original/70657aed-2f20-44dc-93a2-5a69cb868b67.png?aki_policy=profile_x_medium

183

<1%

https://a0.muscache.com/im/pictures/user/User-4459553/original/cc859e10-f60d-422a-b6cf-dba464e0be14.png?aki_policy=profile_x_medium

155

<1%

https://a0.muscache.com/im/pictures/user/f1ba627d-3c72-4140-8415-f63c7ca17a33.jpg?aki_policy=profile_x_medium

154

<1%

https://a0.muscache.com/im/pictures/user/941760a3-5428-43f4-b947-75b2b45aaf7d.jpg?aki_policy=profile_x_medium

153

<1%

https://a0.muscache.com/im/pictures/user/f84fcece-2518-41f3-9fcc-e6b9b2eec074.jpg?aki_policy=profile_x_medium

149

<1%

https://a0.muscache.com/im/pictures/user/03c34c76-20ff-46f1-ad25-a05d0e392fc4.jpg?aki_policy=profile_x_medium

137

<1%

https://a0.muscache.com/im/pictures/user/90157d08-6af0-4824-b846-c7c031388aba.jpg?aki_policy=profile_x_medium

133

<1%

https://a0.muscache.com/im/pictures/user/cefcf382-a8fe-4348-9bba-ae00462784ca.jpg?aki_policy=profile_x_medium

130

<1%

https://a0.muscache.com/im/pictures/user/User-36607755/original/8dc94024-b8b8-4bc0-aa12-250f87ee9ee7.jpeg?aki_policy=profile_x_medium

122

<1%

https://a0.muscache.com/im/pictures/user/18faec69-7579-416a-9619-d275205779af.jpg?aki_policy=profile_x_medium

117

<1%

https://a0.muscache.com/im/pictures/user/User/original/acbabe0b-b1fd-4f7e-bcba-f6f13a2e80ed.jpeg?aki_policy=profile_x_medium

114

<1%

https://a0.muscache.com/im/pictures/user/a43bce5f-25f5-4084-a621-178de73e083c.jpg?aki_policy=profile_x_medium

112

<1%

https://a0.muscache.com/im/pictures/user/User-221480824/original/7899da72-97d6-44bb-89c9-51911642382b.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/f244d2e4-0a02-41de-9cb8-e1eb3701df5f.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/0b93339c-7ec6-45eb-9934-99eb948b8996.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-269308503/original/49560403-7af2-4160-9931-c6cd361da804.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/0b5b504b-a884-41ac-ac2c-2700385f50a4.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-470793119/original/2af9068a-17bd-474d-a5ba-b722fa51e47b.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/a4617638-5d7d-4efb-807c-8fa545f1a4ab.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/0fe8f2ea-ddf4-48f8-a15f-2b9e55108946.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/2eea0743-9f42-45e0-9b95-dc20fa6a5f32.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-504121118/original/6d52d34e-7389-4bf4-8320-10603d716acc.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-21726991/original/67f5ca8f-dd10-40ec-9825-95b972245c8b.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/a470480d-e5ae-468d-b1ca-71acd1758bd3.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/428a909a-7754-4f59-8101-0b5ee543aa61.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/61a1c62f-df6b-49d4-97aa-3edee5441069.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-525291056/original/7928b7b8-ccf9-4fda-b1a0-073185c10b71.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-1391607/original/9ca14c48-9ea2-47a0-9d4c-cecccf993bec.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-130223809/original/a9471150-fae3-46e9-870d-f523d17c9ab1.png?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/2b34ae95-a858-4a69-88cc-4781df00c514.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/ba8a8937-0333-4d30-9c3c-c2e77f51831a.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/05d3edce-9cf8-4a6c-b124-8a96d9349c56.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/8be28174-a8c8-45df-975b-a7089ceae5c4.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-538079262/original/bfb05e9a-0b9b-4688-a2bc-e61260c93510.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/d95e58cf-42ad-4b50-aede-336eae8c3552.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-490817022/original/c12842ae-c4f2-4c2d-89b8-6558e57c7456.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/d2321db1-cb92-458a-a7d9-6c6824e2a009.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/37344a36-0972-409c-b4e2-bff90b4d386b.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/7e408cc2-0406-4c4b-be14-2cfdb90ef4a0.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/5fa019c8-a825-41b9-9d86-95dbedbabea4.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-473247351/original/383f0492-c2fc-404d-bfe3-e59f6ef8274d.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/8addc80c-d5e9-4fa4-af78-a9e05242d449.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-19798022/original/5b72d13b-338b-441b-b7d5-32f5bb9ab896.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/16ce1eb0-bb1e-45a9-8077-9fa69426f0d2.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/e0a9fdee-849f-4d56-b106-5bb6c56ab5ab.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-529388435/original/f79f9cc9-f775-40a5-8b62-85a45a272a44.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/d81f9d34-163d-4d3f-8892-307da0920a75.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/b0ba6517-8c3e-479a-9aa8-52bd10714ea7.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/5093b782-124c-4b62-8217-b1b091276a51.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-449485386/original/8a39f82a-6997-408b-971b-4f67b118a2ad.png?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/7c4e5aaa-4cc6-4169-84aa-748ffdcdb7aa.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/686558ed-1e99-4fac-b636-25f1e7a7e93b.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/e49c2e27-414e-4af7-9e7d-5a82c2672724.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-546288100/original/e92f9ab1-27a7-4a6d-bd90-0878355ce333.png?aki_policy=profile_x_medium

70,595

87%

(Other)

host_listings_count

MISSING:

(<1%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_total_listings_count

0.92

calculated_host_listings_count

0.70

calculated_host_listings_count_entire_homes

0.68

calculated_host_listings_count_private_rooms

0.15

review_scores_value

-0.11

review_scores_communication

-0.11

host_profile_pic_professionality

0.11

review_scores_checkin

-0.10

maximum_nights

0.10

review_scores_rating

-0.09

host_profile_pic_people_visible

0.08

review_scores_accuracy

-0.08

host_profile_pic_male_or_female

0.07

maximum_minimum_nights

0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.12

bathrooms_text

0.12

instant_bookable

0.11

host_response_time

0.11

barcelona

0.11

room_type

0.09

oslo

0.07

host_is_superhost

0.05

istanbul

0.04

host_has_profile_pic

0.03

has_availability

0.03

berlin

0.01

london

0.01

host_identity_verified

0.00

MOST FREQUENT VALUES

1.0

26,292

32.4%

2.0

9,394

11.6%

3.0

5,277

6.5%

4.0

3,901

4.8%

5.0

3,059

3.8%

6.0

2,424

3.0%

7.0

2,095

2.6%

8.0

1,794

2.2%

9.0

1,468

1.8%

10.0

1,377

1.7%

12.0

1,237

1.5%

11.0

1,061

1.3%

13.0

912

1.1%

14.0

826

1.0%

20.0

721

0.9%

SMALLEST VALUES

1.0

26,292

32.4%

2.0

9,394

11.6%

3.0

5,277

6.5%

4.0

3,901

4.8%

5.0

3,059

3.8%

6.0

2,424

3.0%

7.0

2,095

2.6%

8.0

1,794

2.2%

9.0

1,468

1.8%

10.0

1,377

1.7%

11.0

1,061

1.3%

12.0

1,237

1.5%

13.0

912

1.1%

14.0

826

1.0%

15.0

696

0.9%

LARGEST VALUES

2984.0

<0.1%

2930.0

<0.1%

1285.0

<0.1%

1282.0

<0.1%

1205.0

<0.1%

1200.0

<0.1%

1183.0

<0.1%

1181.0

<0.1%

1061.0

<0.1%

1059.0

<0.1%

1000.0

133

0.2%

883.0

<0.1%

847.0

<0.1%

756.0

388

0.5%

741.0

<0.1%

host_total_listings_count

MISSING:

(<1%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_listings_count

0.92

calculated_host_listings_count

0.47

calculated_host_listings_count_entire_homes

0.46

calculated_host_listings_count_private_rooms

0.09

maximum_nights

0.09

review_scores_communication

-0.09

review_scores_value

-0.08

host_profile_pic_professionality

0.08

review_scores_checkin

-0.08

review_scores_rating

-0.08

host_profile_pic_people_visible

0.07

review_scores_accuracy

-0.07

longitude

-0.06

host_profile_pic_male_or_female

0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

instant_bookable

0.09

city

0.09

bathrooms_text

0.09

host_response_time

0.08

room_type

0.07

barcelona

0.06

oslo

0.05

london

0.04

host_is_superhost

0.04

istanbul

0.04

host_has_profile_pic

0.03

berlin

0.02

has_availability

0.02

host_identity_verified

0.01

MOST FREQUENT VALUES

1.0

18,169

22.4%

2.0

10,209

12.6%

3.0

6,304

7.8%

4.0

4,513

5.6%

5.0

3,544

4.4%

6.0

2,823

3.5%

8.0

2,184

2.7%

7.0

2,124

2.6%

9.0

1,755

2.2%

10.0

1,461

1.8%

11.0

1,345

1.7%

12.0

1,175

1.4%

13.0

1,065

1.3%

14.0

967

1.2%

17.0

838

1.0%

SMALLEST VALUES

1.0

18,169

22.4%

2.0

10,209

12.6%

3.0

6,304

7.8%

4.0

4,513

5.6%

5.0

3,544

4.4%

6.0

2,823

3.5%

7.0

2,124

2.6%

8.0

2,184

2.7%

9.0

1,755

2.2%

10.0

1,461

1.8%

11.0

1,345

1.7%

12.0

1,175

1.4%

13.0

1,065

1.3%

14.0

967

1.2%

15.0

758

0.9%

LARGEST VALUES

7356.0

<0.1%

7084.0

<0.1%

5360.0

<0.1%

5354.0

<0.1%

5020.0

<0.1%

3332.0

<0.1%

2144.0

<0.1%

2084.0

<0.1%

2082.0

<0.1%

1769.0

<0.1%

1624.0

<0.1%

1607.0

<0.1%

1555.0

<0.1%

1487.0

<0.1%

1476.0

<0.1%

host_has_profile_pic

MISSING:

(<1%)

TOP CATEGORIES

76,381

94%

4,684

ALL

81,065

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_has_profile_pic
PROVIDES INFORMATION ON...

has_availability

0.02

host_response_time

0.01

host_is_superhost

0.01

istanbul

0.01

city

0.00

barcelona

0.00

berlin

0.00

instant_bookable

0.00

host_identity_verified

0.00

bathrooms_text

0.00

room_type

0.00

london

0.00

oslo

0.00

THESE FEATURES
GIVE INFORMATION
ON host_has_profile_pic:

host_response_time

0.04

city

0.02

istanbul

0.02

host_is_superhost

0.02

bathrooms_text

0.01

has_availability

0.01

barcelona

0.01

instant_bookable

0.01

berlin

0.00

room_type

0.00

host_identity_verified

0.00

london

0.00

oslo

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_has_profile_pic
CORRELATION RATIO WITH...

host_profile_pic_people_visible

0.26

review_scores_cleanliness

0.19

review_scores_rating

0.19

review_scores_accuracy

0.19

review_scores_communication

0.19

review_scores_checkin

0.19

review_scores_value

0.19

review_scores_location

0.19

amount_of_amenities

0.17

host_profile_pic_male_or_female

0.15

availability_30

0.14

average_review_length

0.14

host_profile_pic_quality

0.14

availability_60

0.13

host_identity_verified

MISSING:

(<1%)

TOP CATEGORIES

76,283

94%

4,782

ALL

81,065

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_identity_verified
PROVIDES INFORMATION ON...

oslo

0.04

city

0.01

has_availability

0.01

istanbul

0.01

host_is_superhost

0.01

host_response_time

0.00

berlin

0.00

instant_bookable

0.00

barcelona

0.00

london

0.00

host_has_profile_pic

0.00

room_type

0.00

bathrooms_text

0.00

THESE FEATURES
GIVE INFORMATION
ON host_identity_verified:

city

0.08

oslo

0.05

host_response_time

0.03

istanbul

0.03

host_is_superhost

0.02

instant_bookable

0.01

berlin

0.01

barcelona

0.01

london

0.01

bathrooms_text

0.00

has_availability

0.00

room_type

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_identity_verified
CORRELATION RATIO WITH...

latitude

0.17

aesthetic_score

0.14

Unnamed: 0

0.09

longitude

0.08

host_acceptance_rate

0.07

minimum_nights_avg_ntm

0.06

amount_of_amenities

0.06

host_profile_pic_male_or_female

0.06

minimum_minimum_nights

0.06

number_of_reviews

0.06

number_of_reviews_ltm

0.06

minimum_nights

0.05

reviews_per_month

0.05

host_profile_pic_professionality

0.05

neighbourhood_cleansed

MISSING:

---

6,461

Beyoglu

3,483

Sisli

3,247

Fatih

2,959

Westminster

2,015

la Dreta de l'Eixample

1,912

Kadikoy

1,755

Kensington and Chelsea

1,663

Tower Hamlets

1,578

Camden

1,468

Grünerløkka

1,460

Gamle Oslo

1,358

Besiktas

1,241

Frogner

1,235

Hackney

1,229

Southwark

1,173

el Raval

1,158

Lambeth

1,113

Wandsworth

1,060

Islington

1,052

Bahcelievler

988

Hammersmith and Fulham

952

el Barri Gòtic

936

la Vila de Gràcia

936

Esenyurt

929

Sant Pere, Santa Caterina i la Ribera

929

la Sagrada Família

888

St. Hanshaugen

850

l'Antiga Esquerra de l'Eixample

849

Sagene

775

<1%

Brent

771

<1%

Sant Antoni

722

<1%

el Poble Sec

672

<1%

Alexanderplatz

665

<1%

Barnet

661

<1%

la Nova Esquerra de l'Eixample

643

<1%

Newham

631

<1%

Uskudar

614

<1%

Kagithane

608

<1%

Ealing

596

<1%

Lewisham

572

<1%

Haringey

549

<1%

Greenwich

487

<1%

Bagcilar

480

<1%

Atasehir

451

<1%

Waltham Forest

448

<1%

Frankfurter Allee Süd FK

431

<1%

Croydon

425

<1%

el Fort Pienc

424

<1%

Sant Gervasi - Galvany

402

<1%

Tempelhofer Vorstadt

402

<1%

Brunnenstr. Süd

383

<1%

el Poblenou

379

<1%

Merton

371

<1%

la Barceloneta

346

<1%

Nordstrand

345

<1%

Maltepe

339

<1%

Hounslow

326

<1%

Sile

305

<1%

Avcilar

299

<1%

Sants

18,667

23%

(Other)

latitude

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

aesthetic_score

-0.77

Unnamed: 0

-0.49

longitude

-0.47

minimum_minimum_nights

-0.33

minimum_nights_avg_ntm

-0.32

minimum_nights

-0.29

maximum_minimum_nights

-0.25

availability_365

-0.24

host_profile_pic_male_or_female

-0.22

availability_90

-0.15

review_scores_rating

0.15

review_scores_value

0.14

review_scores_accuracy

0.14

maximum_nights

-0.14

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

1.00

oslo

0.64

istanbul

0.64

barcelona

0.43

london

0.41

berlin

0.28

host_identity_verified

0.17

host_response_time

0.17

instant_bookable

0.15

bathrooms_text

0.11

room_type

0.06

host_has_profile_pic

0.05

has_availability

0.03

host_is_superhost

0.00

MOST FREQUENT VALUES

40.99428270000001

0.1%

40.9943783

0.1%

41.02449

<0.1%

52.53148

<0.1%

40.9932208

<0.1%

40.993737

<0.1%

40.9944211

<0.1%

52.54462814331055

<0.1%

40.995237

<0.1%

41.0387433

<0.1%

51.5134972

<0.1%

41.0591435

<0.1%

41.0382118

<0.1%

41.061959

<0.1%

41.0816291

<0.1%

SMALLEST VALUES

40.81611475085954

<0.1%

40.81611982847208

<0.1%

40.816705717407984

<0.1%

40.81670774690875

<0.1%

40.81672119424519

<0.1%

40.81673

<0.1%

40.81682776668721

<0.1%

40.81684

<0.1%

40.816864

<0.1%

40.8169096

<0.1%

40.81695175170898

<0.1%

40.81736832428064

<0.1%

40.81741

<0.1%

40.81809

<0.1%

40.8185

<0.1%

LARGEST VALUES

60.04075

<0.1%

60.03553

<0.1%

60.03506268509759

<0.1%

60.0305468

<0.1%

60.02912431420522

<0.1%

60.0253592

<0.1%

60.02482

<0.1%

60.02232

<0.1%

60.01841

<0.1%

60.01557

<0.1%

60.0117225

<0.1%

60.00795154000961

<0.1%

60.00656

<0.1%

60.00626622236222

<0.1%

59.99095

<0.1%

longitude

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

Unnamed: 0

0.66

aesthetic_score

0.64

latitude

-0.47

minimum_minimum_nights

0.46

minimum_nights_avg_ntm

0.42

minimum_nights

0.40

availability_30

0.36

availability_60

0.36

availability_90

0.34

maximum_minimum_nights

0.32

availability_365

0.29

host_profile_pic_male_or_female

0.15

distance_to_city_center

0.14

spelling_errors

0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

1.00

istanbul

0.93

london

0.63

barcelona

0.39

bathrooms_text

0.20

host_response_time

0.18

host_has_profile_pic

0.08

host_identity_verified

0.08

room_type

0.06

berlin

0.04

oslo

0.03

has_availability

0.02

instant_bookable

0.01

host_is_superhost

0.00

MOST FREQUENT VALUES

28.8440508

0.1%

28.8440396

0.1%

28.6597331

<0.1%

13.38848

<0.1%

28.8476321

<0.1%

28.84397

<0.1%

28.8432263

<0.1%

28.843666

<0.1%

13.368169784545898

<0.1%

28.9737899

<0.1%

2.17132

<0.1%

-0.0492687

<0.1%

28.9953154

<0.1%

28.986932

<0.1%

28.9416062

<0.1%

SMALLEST VALUES

-0.496074873403401

<0.1%

-0.49567

<0.1%

-0.49428

<0.1%

-0.4912684594530376

<0.1%

-0.48905

<0.1%

-0.4888467944469761

<0.1%

-0.48752

<0.1%

-0.48704

<0.1%

-0.48695

<0.1%

-0.4856775206481081

<0.1%

-0.48554

<0.1%

-0.48479

<0.1%

-0.4840339380537752

<0.1%

-0.48389

<0.1%

-0.48329

<0.1%

LARGEST VALUES

29.91089

<0.1%

29.90805

<0.1%

29.89056

<0.1%

29.8869579

<0.1%

29.884172044694424

<0.1%

29.86721511930228

<0.1%

29.86612

<0.1%

29.86505

<0.1%

29.86378

<0.1%

29.86372

<0.1%

29.86351031810045

<0.1%

29.863

<0.1%

29.86288725833587

<0.1%

29.862297

<0.1%

29.86212

<0.1%

property_type

MISSING:

---

42,075

52%

Entire rental unit

11,177

14%

Private room in rental unit

6,013

Entire condo

4,127

Entire home

3,653

Private room in home

2,633

Room in hotel

2,507

Entire serviced apartment

1,887

Private room in condo

867

Room in boutique hotel

745

<1%

Entire loft

716

<1%

Room in aparthotel

701

<1%

Private room in bed and breakfast

393

<1%

Private room in townhouse

383

<1%

Entire townhouse

262

<1%

Shared room in rental unit

236

<1%

Entire villa

215

<1%

Shared room in hostel

212

<1%

Private room in hostel

182

<1%

Entire guesthouse

162

<1%

Private room in serviced apartment

139

<1%

Private room in guesthouse

129

<1%

Entire vacation home

124

<1%

Private room in loft

112

<1%

Private room in casa particular

105

<1%

Entire guest suite

<1%

Tiny home

<1%

Room in serviced apartment

<1%

Entire place

<1%

Boat

<1%

Camper/RV

<1%

Private room in guest suite

<1%

Private room in villa

<1%

Private room

<1%

Shared room in home

<1%

Entire bungalow

<1%

Houseboat

<1%

Farm stay

<1%

Treehouse

<1%

Shared room in bed and breakfast

<1%

Entire cabin

<1%

Entire cottage

<1%

Shared room in hotel

<1%

Room in bed and breakfast

<1%

Room in hostel

<1%

Private room in bungalow

<1%

Shared room in condo

<1%

Private room in tiny home

<1%

Casa particular

<1%

Private room in vacation home

<1%

Private room in nature lodge

<1%

Private room in cottage

<1%

Private room in farm stay

<1%

Private room in pension

<1%

Entire chalet

<1%

Tower

<1%

Shared room in serviced apartment

<1%

Private room in boat

<1%

Tent

<1%

Dome

<1%

Barn

<1%

(Other)

room_type

MISSING:

---

TOP CATEGORIES

Entire home/apt

57,682

71%

Private room

22,402

28%

Shared room

642

<1%

Hotel room

340

<1%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

room_type
PROVIDES INFORMATION ON...

bathrooms_text

0.21

oslo

0.02

city

0.01

instant_bookable

0.01

host_response_time

0.01

london

0.00

has_availability

0.00

host_has_profile_pic

0.00

berlin

0.00

host_is_superhost

0.00

host_identity_verified

0.00

barcelona

0.00

istanbul

0.00

THESE FEATURES
GIVE INFORMATION
ON room_type:

bathrooms_text

0.51

city

0.02

host_response_time

0.01

oslo

0.01

instant_bookable

0.01

london

0.00

host_is_superhost

0.00

berlin

0.00

host_has_profile_pic

0.00

barcelona

0.00

istanbul

0.00

host_identity_verified

0.00

has_availability

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
CORRELATION RATIO WITH...

calculated_host_listings_count_shared_rooms

0.47

accommodates

0.44

beds

0.26

bedrooms

0.22

amount_of_amenities

0.21

calculated_host_listings_count_private_rooms

0.21

calculated_host_listings_count_entire_homes

0.18

average_review_length

0.11

calculated_host_listings_count

0.11

availability_30

0.10

availability_60

0.10

host_listings_count

0.09

availability_90

0.09

review_scores_cleanliness

0.09

accommodates

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

beds

0.68

bedrooms

0.66

bathrooms

0.41

amount_of_amenities

0.21

calculated_host_listings_count_private_rooms

-0.12

picture_url_setting_indoor_outdoor

-0.10

minimum_minimum_nights

-0.08

minimum_nights_avg_ntm

-0.07

calculated_host_listings_count_entire_homes

0.07

maximum_nights

0.07

maximum_minimum_nights

-0.06

minimum_nights

-0.06

host_profile_pic_male_or_female

0.05

host_acceptance_rate

0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.60

room_type

0.44

host_response_time

0.12

instant_bookable

0.08

city

0.05

berlin

0.04

has_availability

0.03

istanbul

0.02

host_has_profile_pic

0.02

barcelona

0.02

host_is_superhost

0.01

host_identity_verified

0.01

london

0.01

oslo

0.01

MOST FREQUENT VALUES

28,391

35.0%

17,201

21.2%

9,704

12.0%

7,792

9.6%

6,614

8.2%

5,710

7.0%

2,118

2.6%

1,567

1.9%

697

0.9%

431

0.5%

290

0.4%

248

0.3%

0.1%

<0.1%

SMALLEST VALUES

7,792

9.6%

28,391

35.0%

9,704

12.0%

17,201

21.2%

5,710

7.0%

6,614

8.2%

1,567

1.9%

2,118

2.6%

431

0.5%

697

0.9%

0.1%

290

0.4%

<0.1%

0.1%

<0.1%

LARGEST VALUES

248

0.3%

<0.1%

0.1%

<0.1%

290

0.4%

0.1%

697

0.9%

431

0.5%

2,118

2.6%

1,567

1.9%

6,614

8.2%

5,710

7.0%

17,201

21.2%

9,704

12.0%

28,391

35.0%

bathrooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

bedrooms

0.56

beds

0.45

accommodates

0.41

longitude

-0.09

picture_url_setting_indoor_outdoor

-0.08

amount_of_amenities

0.07

calculated_host_listings_count_private_rooms

0.07

calculated_host_listings_count

0.07

average_review_length

0.06

host_listings_count

0.05

distance_to_city_center

0.05

calculated_host_listings_count_entire_homes

0.05

host_total_listings_count

0.04

host_profile_pic_professionality

0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.98

city

0.13

barcelona

0.08

london

0.07

oslo

0.06

istanbul

0.06

berlin

0.06

room_type

0.05

host_response_time

0.04

host_identity_verified

0.01

instant_bookable

0.01

has_availability

0.01

host_is_superhost

0.00

host_has_profile_pic

0.00

MOST FREQUENT VALUES

1.0

59,371

73.2%

2.0

11,149

13.8%

1.5

5,530

6.8%

2.5

1,410

1.7%

3.0

1,323

1.6%

0.5

655

0.8%

0.0

496

0.6%

4.0

374

0.5%

3.5

301

0.4%

5.0

132

0.2%

6.0

0.1%

4.5

<0.1%

8.0

<0.1%

5.5

<0.1%

10.0

<0.1%

SMALLEST VALUES

0.0

496

0.6%

0.5

655

0.8%

1.0

59,371

73.2%

1.5

5,530

6.8%

2.0

11,149

13.8%

2.5

1,410

1.7%

3.0

1,323

1.6%

3.5

301

0.4%

4.0

374

0.5%

4.5

<0.1%

5.0

132

0.2%

5.5

<0.1%

6.0

0.1%

6.5

<0.1%

7.0

<0.1%

LARGEST VALUES

50.0

<0.1%

39.0

<0.1%

31.0

<0.1%

29.0

<0.1%

27.0

<0.1%

26.0

<0.1%

24.0

<0.1%

23.5

<0.1%

22.0

<0.1%

21.0

<0.1%

20.0

<0.1%

18.0

<0.1%

17.0

<0.1%

16.5

<0.1%

16.0

<0.1%

bathrooms_text

MISSING:

152

(<1%)

TOP CATEGORIES

1 bath

46,661

58%

2 baths

10,154

13%

1 shared bath

7,427

1 private bath

5,181

1.5 baths

4,046

1.5 shared baths

1,479

2.5 baths

1,238

3 baths

1,178

2 shared baths

974

Half-bath

397

<1%

4 baths

323

<1%

0 baths

312

<1%

3.5 baths

285

<1%

Shared half-bath

183

<1%

2.5 shared baths

172

<1%

0 shared baths

170

<1%

3 shared baths

144

<1%

(Other)

590

<1%

ALL

80,914

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

bathrooms_text
PROVIDES INFORMATION ON...

room_type

0.51

barcelona

0.03

oslo

0.03

city

0.03

istanbul

0.02

london

0.02

instant_bookable

0.01

berlin

0.01

host_has_profile_pic

0.01

host_response_time

0.01

has_availability

0.01

host_identity_verified

0.00

host_is_superhost

0.00

THESE FEATURES
GIVE INFORMATION
ON bathrooms_text:

room_type

0.21

city

0.03

barcelona

0.01

istanbul

0.01

london

0.01

host_response_time

0.01

oslo

0.01

instant_bookable

0.01

berlin

0.00

host_has_profile_pic

0.00

host_is_superhost

0.00

host_identity_verified

0.00

has_availability

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
CORRELATION RATIO WITH...

bathrooms

0.98

bedrooms

0.62

accommodates

0.60

beds

0.51

longitude

0.20

calculated_host_listings_count_private_rooms

0.20

amount_of_amenities

0.18

calculated_host_listings_count_entire_homes

0.17

calculated_host_listings_count_shared_rooms

0.16

calculated_host_listings_count

0.15

Unnamed: 0

0.13

host_listings_count

0.12

latitude

0.11

distance_to_city_center

0.11

bedrooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

beds

0.67

accommodates

0.66

bathrooms

0.56

amount_of_amenities

0.12

picture_url_setting_indoor_outdoor

-0.10

calculated_host_listings_count_entire_homes

0.06

average_review_length

0.06

longitude

-0.05

calculated_host_listings_count

0.05

calculated_host_listings_count_private_rooms

-0.04

host_listings_count

0.04

host_profile_pic_professionality

0.04

distance_to_city_center

0.04

Unnamed: 0

-0.04

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.62

room_type

0.22

city

0.12

barcelona

0.10

berlin

0.07

istanbul

0.03

host_response_time

0.03

instant_bookable

0.01

host_has_profile_pic

0.01

host_is_superhost

0.01

london

0.01

oslo

0.01

has_availability

0.01

host_identity_verified

0.01

MOST FREQUENT VALUES

1.0

47,747

58.9%

2.0

18,951

23.4%

3.0

7,560

9.3%

0.0

3,271

4.0%

4.0

2,460

3.0%

5.0

565

0.7%

6.0

226

0.3%

7.0

0.1%

8.0

<0.1%

10.0

<0.1%

9.0

<0.1%

12.0

<0.1%

20.0

<0.1%

16.0

<0.1%

50.0

<0.1%

SMALLEST VALUES

0.0

3,271

4.0%

1.0

47,747

58.9%

2.0

18,951

23.4%

3.0

7,560

9.3%

4.0

2,460

3.0%

5.0

565

0.7%

6.0

226

0.3%

7.0

0.1%

8.0

<0.1%

9.0

<0.1%

10.0

<0.1%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

<0.1%

LARGEST VALUES

50.0

<0.1%

49.0

<0.1%

39.0

<0.1%

34.0

<0.1%

32.0

<0.1%

31.0

<0.1%

30.0

<0.1%

27.0

<0.1%

25.0

<0.1%

22.0

<0.1%

21.0

<0.1%

20.0

<0.1%

18.0

<0.1%

17.0

<0.1%

16.0

<0.1%

beds

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

accommodates

0.68

bedrooms

0.67

bathrooms

0.45

amount_of_amenities

0.14

picture_url_setting_indoor_outdoor

-0.09

latitude

-0.08

maximum_nights

0.08

calculated_host_listings_count_shared_rooms

0.07

number_of_reviews

0.06

calculated_host_listings_count_private_rooms

-0.06

calculated_host_listings_count_entire_homes

0.05

aesthetic_score

0.05

review_scores_accuracy

-0.04

review_scores_value

-0.04

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.51

room_type

0.26

city

0.11

barcelona

0.10

host_response_time

0.08

london

0.06

instant_bookable

0.05

oslo

0.04

has_availability

0.02

host_has_profile_pic

0.02

berlin

0.02

istanbul

0.01

host_identity_verified

0.01

host_is_superhost

0.00

MOST FREQUENT VALUES

1.0

36,720

45.3%

2.0

20,528

25.3%

3.0

10,497

12.9%

4.0

5,650

7.0%

5.0

2,514

3.1%

0.0

2,225

2.7%

6.0

1,412

1.7%

7.0

574

0.7%

8.0

373

0.5%

9.0

168

0.2%

10.0

151

0.2%

12.0

<0.1%

11.0

<0.1%

15.0

<0.1%

16.0

<0.1%

SMALLEST VALUES

0.0

2,225

2.7%

1.0

36,720

45.3%

2.0

20,528

25.3%

3.0

10,497

12.9%

4.0

5,650

7.0%

5.0

2,514

3.1%

6.0

1,412

1.7%

7.0

574

0.7%

8.0

373

0.5%

9.0

168

0.2%

10.0

151

0.2%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

<0.1%

LARGEST VALUES

127.0

<0.1%

54.0

<0.1%

50.0

<0.1%

42.0

<0.1%

40.0

<0.1%

38.0

<0.1%

35.0

<0.1%

32.0

<0.1%

30.0

<0.1%

29.0

<0.1%

28.0

<0.1%

27.0

<0.1%

26.0

<0.1%

25.0

<0.1%

24.0

<0.1%

amenities

MISSING:

---

261

<1%

[]

136

<1%

["Housekeeping - available at extra cost", "TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

129

<1%

["TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

123

<1%

["Wifi", "TV", "Kitchen", "Washer", "Air conditioning"]

110

<1%

["Wifi", "Kitchen", "Washer", "TV"]

<1%

["Cleaning products", "Washer", "TV", "Dedicated workspace", "Kitchen", "Hot water", "Wifi", "Heating", "Dishes and silverware"]

<1%

["Washer", "Air conditioning", "TV", "Kitchen", "Wifi"]

<1%

["Kitchen", "Washer", "Wifi"]

<1%

["First aid kit", "Washer", "Lock on bedroom door", "Kitchen", "Wifi"]

<1%

["Kitchen", "TV", "Washer", "Wifi"]

<1%

["Washer", "Air conditioning", "TV", "Dedicated workspace", "Kitchen", "Wifi"]

<1%

["Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen"]

<1%

["Wifi", "Lock on bedroom door", "Dedicated workspace", "Washer", "Kitchen"]

<1%

["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Wifi", "TV", "Dedicated workspace", "Washer", "Kitchen"]

<1%

["Kitchen", "Washer", "TV", "Smoke alarm", "Fire extinguisher", "Wifi"]

<1%

["Fire extinguisher", "TV", "Wifi", "Carbon monoxide alarm", "Exterior security cameras on property", "Dedicated workspace", "Free parking on premises", "First aid kit", "Air conditioning", "Smoke alarm&qu

<1%

["Lock on bedroom door", "Cooking basics", "Dedicated workspace", "Kitchen", "Wifi", "Heating"]

<1%

["Dining table", "Dedicated workspace", "Oven", "Cooking basics", "Cleaning products", "Iron", "Bathtub", "Washer", "Lock on bedroom door", "Drying rack for clothing", "Kitchen", "Dishe

<1%

["Smoking allowed", "Wifi", "TV", "Kitchen", "Washer", "Pets allowed", "Air conditioning"]

<1%

["TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Wifi", "TV", "Washer", "Free parking on premises", "Kitchen"]

<1%

["Wifi", "Air conditioning", "TV"]

<1%

["Extra pillows and blankets", "Room-darkening shades", "Washer", "Heating", "Free parking on premises", "Air conditioning", "Hangers", "Iron", "Kitchen", "Freezer", "Bed linens", "Wifi

<1%

["Wifi", "TV", "Kitchen", "Dedicated workspace", "Washer", "Air conditioning"]

<1%

["Fire extinguisher", "TV", "Wifi", "Carbon monoxide alarm", "Exterior security cameras on property", "First aid kit", "Air conditioning", "Smoke alarm"]

<1%

["Kitchen", "Washer", "TV", "Smoke alarm", "Fire extinguisher", "Wifi", "Paid parking on premises"]

<1%

["Wifi", "TV", "Kitchen", "Washer", "Free parking on premises", "Air conditioning"]

<1%

["Shower gel", "Room-darkening shades", "Heating", "Hangers", "Air conditioning", "Bed linens", "Wifi", "Long term stays allowed", "Coffee", "Luggage dropoff allowed", "Fire extinguisher", &

<1%

["Microwave", "TV", "Crib", "Oven", "Bed linens", "Self check-in", "Hair dryer", "Iron", "Long term stays allowed", "Hangers", "Private entrance", "Refrigerator", "Essentials&

<1%

["Washer", "Heating", "Free parking on premises", "Kitchen", "Air conditioning", "Hangers", "Iron", "Breakfast", "Wifi", "Smoke alarm", "Smoking allowed", "Fire extinguisher", &quo

<1%

["Kitchen", "Washer", "Wifi", "Lock on bedroom door"]

<1%

["Microwave", "Free street parking", "Shower gel", "Washer", "Safe", "Heating", "Baking sheet", "Free parking on premises", "Hangers", "Air conditioning", "Iron", "Kitchen", "

<1%

["Dedicated workspace", "Washer", "Wifi", "Smoke alarm", "Kitchen"]

<1%

["Dedicated workspace", "Washer", "TV", "Wifi", "Smoke alarm", "Kitchen"]

<1%

["Kitchen"]

<1%

["Crib", "Dedicated workspace", "Oven", "Cooking basics", "Long term stays allowed", "Iron", "Heating", "Dryer \u2013\u00a0In unit", "High chair", "Shampoo", "Patio or balcony", "Bathtu

<1%

["Kitchen", "Dedicated workspace", "Washer", "Wifi"]

<1%

["Smoking allowed", "Wifi", "TV", "Kitchen", "Exterior security cameras on property", "Washer", "Pets allowed", "Air conditioning"]

<1%

["Fire extinguisher", "TV", "Wifi", "Kitchen", "Exterior security cameras on property", "Carbon monoxide alarm", "Washer", "Free parking on premises", "First aid kit", "Self check-in", "Building

<1%

["Wifi", "TV", "Kitchen", "Dedicated workspace", "Washer", "Free parking on premises", "Air conditioning"]

<1%

["Washer", "TV", "Wifi", "Smoke alarm", "Kitchen"]

<1%

["Lock on bedroom door", "Wifi", "Kitchen", "Washer"]

<1%

["Kitchen", "Washer", "TV"]

<1%

["Dedicated workspace", "Exterior security cameras on property", "Carbon monoxide alarm", "Lock on bedroom door", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "

<1%

["Fire extinguisher", "TV", "Wifi", "Kitchen", "Carbon monoxide alarm", "Washer", "First aid kit", "Air conditioning", "Smoke alarm"]

<1%

["Microwave", "Host greets you", "Bed linens", "Hair dryer", "Iron", "Long term stays allowed", "Extra pillows and blankets", "Hangers", "Refrigerator", "Essentials", "Kitchen", "Shampo

<1%

["Crib", "Dedicated workspace", "Oven", "Cooking basics", "Long term stays allowed", "Iron", "Heating", "Dryer \u2013\u00a0In unit", "High chair", "Shampoo", "Bathtub", "Lockbox",

<1%

["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "Wifi"]

<1%

["Microwave", "TV", "Crib", "Oven", "Bed linens", "Self check-in", "Hair dryer", "Iron", "Long term stays allowed", "Hangers", "Private entrance", "Refrigerator", "Essentials&

<1%

["Smoking allowed", "Wifi", "TV", "Washer", "Pets allowed", "Kitchen"]

<1%

["Kitchen", "Wifi", "Washer", "TV"]

<1%

["TV", "Wifi", "Long term stays allowed", "Heating", "Washer", "Kitchen", "Iron", "Hair dryer"]

<1%

["Wifi"]

<1%

["Kitchen", "Wifi", "Washer"]

<1%

["Crib", "Dedicated workspace", "Oven", "Cooking basics", "Long term stays allowed", "Iron", "Heating", "Dryer \u2013\u00a0In unit", "High chair", "Shampoo", "Lockbox", "Kitchen",

<1%

["Wifi", "Air conditioning", "Hot water", "TV"]

<1%

["Housekeeping - available at extra cost", "TV", "Wifi", "Long term stays allowed", "Heating", "Washer", "Kitchen", "Iron", "Hair dryer"]

<1%

["Wifi", "Dedicated workspace", "Washer", "Kitchen"]

<1%

["Wifi", "Smoke alarm", "Washer", "Kitchen"]

78,572

97%

(Other)

price

MISSING:

---

885

$126.0

848

$63.0

647

<1%

$189.0

606

<1%

$94.5

481

<1%

$157.5

456

<1%

$252.0

419

<1%

$84.0

419

<1%

$315.0

395

<1%

$151.2

388

<1%

$69.3

384

<1%

$81.9

384

<1%

$88.2

382

<1%

$105.0

380

<1%

$52.0

372

<1%

$73.5

365

<1%

$75.6

360

<1%

$52.5

359

<1%

$56.7

337

<1%

$100.8

318

<1%

$44.408

316

<1%

$113.4

301

<1%

$39.0

295

<1%

$78.75

294

<1%

$163.8

283

<1%

$138.6

282

<1%

$26.0

280

<1%

$108.0

277

<1%

$68.25

268

<1%

$176.4

265

<1%

$57.75

265

<1%

$65.0

261

<1%

$119.7

261

<1%

$50.4

260

<1%

$44.1

259

<1%

$90.0

257

<1%

$135.0

247

<1%

$89.25

233

<1%

$226.8

232

<1%

$220.5

225

<1%

$132.3

221

<1%

$42.0

215

<1%

$180.0

214

<1%

$31.2

211

<1%

$117.0

211

<1%

$201.6

211

<1%

$144.9

211

<1%

$47.25

211

<1%

$210.0

207

<1%

$107.1

206

<1%

$378.0

206

<1%

$115.5

206

<1%

$53.3

202

<1%

$136.5

200

<1%

$68.822

199

<1%

$31.5

199

<1%

$99.0

193

<1%

$99.75

189

<1%

$78.0

185

<1%

$170.1

185

<1%

$147.0

62,438

77%

(Other)

minimum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.85

minimum_minimum_nights

0.84

maximum_minimum_nights

0.74

longitude

0.40

aesthetic_score

0.31

latitude

-0.29

Unnamed: 0

0.29

availability_365

0.23

availability_30

0.23

availability_60

0.19

number_of_reviews_ltm

-0.18

reviews_per_month

-0.18

number_of_reviews_l30d

-0.18

host_response_rate

-0.17

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.42

istanbul

0.40

host_response_time

0.32

london

0.25

oslo

0.14

barcelona

0.09

host_is_superhost

0.09

bathrooms_text

0.07

instant_bookable

0.06

has_availability

0.06

host_has_profile_pic

0.06

host_identity_verified

0.05

room_type

0.04

berlin

0.03

MOST FREQUENT VALUES

22,672

28.0%

14,949

18.4%

11,153

13.8%

100

10,892

13.4%

3,329

4.1%

2,880

3.6%

2,759

3.4%

2,488

3.1%

1,841

2.3%

1,580

1.9%

1,000

1.2%

101

786

1.0%

651

0.8%

541

0.7%

437

0.5%

SMALLEST VALUES

22,672

28.0%

14,949

18.4%

11,153

13.8%

3,329

4.1%

2,880

3.6%

651

0.8%

1,841

2.3%

<0.1%

367

0.5%

<0.1%

541

0.7%

176

0.2%

LARGEST VALUES

999

<0.1%

865

<0.1%

600

<0.1%

500

<0.1%

400

<0.1%

365

143

0.2%

364

<0.1%

363

<0.1%

362

<0.1%

360

<0.1%

356

<0.1%

350

<0.1%

335

<0.1%

330

<0.1%

300

<0.1%

maximum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_minimum_nights

0.15

latitude

-0.14

availability_365

0.13

calculated_host_listings_count_entire_homes

0.12

number_of_reviews

0.11

calculated_host_listings_count

0.11

minimum_nights

0.10

minimum_nights_avg_ntm

0.10

host_listings_count

0.10

aesthetic_score

0.10

minimum_minimum_nights

0.10

host_total_listings_count

0.09

beds

0.08

host_profile_pic_male_or_female

0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.15

oslo

0.13

instant_bookable

0.09

barcelona

0.08

room_type

0.07

host_has_profile_pic

0.06

bathrooms_text

0.06

istanbul

0.06

has_availability

0.04

host_response_time

0.04

london

0.04

host_identity_verified

0.02

berlin

0.01

host_is_superhost

0.00

MOST FREQUENT VALUES

365

39,362

48.6%

1125

16,559

20.4%

2,957

3.6%

2,176

2.7%

730

1,445

1.8%

180

1,425

1.8%

1,350

1.7%

1,294

1.6%

814

1.0%

808

1.0%

779

1.0%

330

733

0.9%

360

716

0.9%

542

0.7%

120

533

0.7%

SMALLEST VALUES

<0.1%

159

0.2%

161

0.2%

280

0.3%

162

0.2%

814

1.0%

139

0.2%

<0.1%

542

0.7%

<0.1%

1,350

1.7%

448

0.6%

LARGEST VALUES

9999

<0.1%

5000

<0.1%

3333

<0.1%

1500

<0.1%

1222

<0.1%

1200

<0.1%

1130

<0.1%

1125

16,559

20.4%

1124

200

0.2%

1123

<0.1%

1122

<0.1%

1121

<0.1%

1120

<0.1%

1114

<0.1%

1113

<0.1%

minimum_minimum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.94

minimum_nights

0.84

maximum_minimum_nights

0.80

longitude

0.46

aesthetic_score

0.35

latitude

-0.33

Unnamed: 0

0.33

availability_365

0.27

availability_30

0.26

reviews_per_month

-0.23

number_of_reviews_ltm

-0.22

availability_60

0.22

number_of_reviews_l30d

-0.21

host_response_rate

-0.21

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.48

istanbul

0.45

host_response_time

0.39

london

0.29

oslo

0.16

host_is_superhost

0.13

barcelona

0.10

instant_bookable

0.10

bathrooms_text

0.09

host_has_profile_pic

0.07

has_availability

0.07

host_identity_verified

0.06

room_type

0.06

berlin

0.03

MOST FREQUENT VALUES

1.0

26,033

32.1%

2.0

16,271

20.1%

100.0

10,882

13.4%

3.0

8,875

10.9%

32.0

2,715

3.3%

4.0

2,553

3.1%

31.0

2,365

2.9%

5.0

2,317

2.9%

92.0

1,801

2.2%

7.0

1,589

2.0%

30.0

872

1.1%

101.0

743

0.9%

6.0

546

0.7%

14.0

427

0.5%

10.0

333

0.4%

SMALLEST VALUES

0.0

<0.1%

1.0

26,033

32.1%

2.0

16,271

20.1%

3.0

8,875

10.9%

4.0

2,553

3.1%

5.0

2,317

2.9%

6.0

546

0.7%

7.0

1,589

2.0%

8.0

<0.1%

9.0

<0.1%

10.0

333

0.4%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

427

0.5%

LARGEST VALUES

600.0

<0.1%

500.0

<0.1%

400.0

<0.1%

365.0

103

0.1%

364.0

<0.1%

362.0

<0.1%

360.0

<0.1%

356.0

<0.1%

350.0

<0.1%

335.0

<0.1%

330.0

<0.1%

300.0

<0.1%

299.0

<0.1%

274.0

<0.1%

270.0

<0.1%

maximum_minimum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.87

minimum_minimum_nights

0.80

minimum_nights

0.74

longitude

0.32

aesthetic_score

0.25

latitude

-0.25

Unnamed: 0

0.23

reviews_per_month

-0.20

availability_365

0.19

number_of_reviews_ltm

-0.19

number_of_reviews_l30d

-0.18

calculated_host_listings_count_entire_homes

0.17

calculated_host_listings_count

0.16

availability_30

0.15

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.35

istanbul

0.31

host_response_time

0.30

london

0.21

oslo

0.15

host_is_superhost

0.11

bathrooms_text

0.07

berlin

0.06

barcelona

0.06

has_availability

0.05

room_type

0.04

host_has_profile_pic

0.04

instant_bookable

0.04

host_identity_verified

0.02

MOST FREQUENT VALUES

1.0

15,331

18.9%

2.0

13,964

17.2%

3.0

11,979

14.8%

100.0

10,943

13.5%

4.0

5,484

6.8%

5.0

4,457

5.5%

32.0

2,827

3.5%

31.0

2,664

3.3%

7.0

2,616

3.2%

92.0

1,571

1.9%

6.0

1,391

1.7%

30.0

958

1.2%

101.0

800

1.0%

90.0

724

0.9%

14.0

631

0.8%

SMALLEST VALUES

1.0

15,331

18.9%

2.0

13,964

17.2%

3.0

11,979

14.8%

4.0

5,484

6.8%

5.0

4,457

5.5%

6.0

1,391

1.7%

7.0

2,616

3.2%

8.0

138

0.2%

9.0

<0.1%

10.0

504

0.6%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

631

0.8%

15.0

204

0.3%

LARGEST VALUES

999.0

<0.1%

600.0

<0.1%

500.0

<0.1%

400.0

<0.1%

365.0

621

0.8%

364.0

<0.1%

363.0

<0.1%

362.0

<0.1%

360.0

<0.1%

356.0

<0.1%

350.0

<0.1%

335.0

<0.1%

330.0

<0.1%

318.0

<0.1%

300.0

<0.1%

minimum_maximum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_nights_avg_ntm

0.96

maximum_maximum_nights

0.96

host_profile_pic_people_visible

-0.01

host_profile_pic_quality

-0.01

number_of_reviews

0.01

average_review_length

-0.01

Unnamed: 0

-0.01

availability_90

0.01

longitude

-0.01

maximum_nights

0.01

minimum_minimum_nights

-0.01

minimum_nights_avg_ntm

-0.01

availability_60

0.01

host_profile_pic_setting_indoor_outdoor

0.01

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.02

room_type

0.02

host_is_superhost

0.01

city

0.01

instant_bookable

0.01

berlin

0.01

host_response_time

0.01

istanbul

0.01

london

0.00

oslo

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

has_availability

0.00

barcelona

0.00

MOST FREQUENT VALUES

365.0

32,524

40.1%

1125.0

24,505

30.2%

30.0

2,455

3.0%

90.0

1,599

2.0%

999.0

1,309

1.6%

14.0

1,183

1.5%

730.0

1,098

1.4%

180.0

1,015

1.3%

60.0

950

1.2%

7.0

833

1.0%

28.0

814

1.0%

330.0

682

0.8%

31.0

635

0.8%

2.0

590

0.7%

360.0

570

0.7%

SMALLEST VALUES

1.0

564

0.7%

2.0

590

0.7%

3.0

369

0.5%

4.0

195

0.2%

5.0

296

0.4%

6.0

282

0.3%

7.0

833

1.0%

8.0

134

0.2%

9.0

0.1%

10.0

488

0.6%

11.0

<0.1%

12.0

0.1%

13.0

<0.1%

14.0

1,183

1.5%

15.0

397

0.5%

LARGEST VALUES

2147483647.0

<0.1%

9999.0

<0.1%

5000.0

<0.1%

3652.0

<0.1%

1500.0

<0.1%

1222.0

<0.1%

1200.0

<0.1%

1130.0

<0.1%

1125.0

24,505

30.2%

1124.0

0.1%

1123.0

<0.1%

1122.0

<0.1%

1120.0

<0.1%

1111.0

<0.1%

1110.0

<0.1%

maximum_maximum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_nights_avg_ntm

1.00

minimum_maximum_nights

0.96

host_profile_pic_people_visible

-0.01

host_profile_pic_quality

-0.01

maximum_nights

0.01

number_of_reviews

0.01

average_review_length

-0.01

Unnamed: 0

-0.01

longitude

-0.01

availability_90

0.01

minimum_nights_avg_ntm

-0.01

minimum_minimum_nights

-0.01

availability_60

0.01

minimum_nights

-0.01

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.03

bathrooms_text

0.02

host_is_superhost

0.01

city

0.01

instant_bookable

0.01

host_response_time

0.01

berlin

0.01

istanbul

0.01

london

0.01

oslo

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

has_availability

0.00

barcelona

0.00

MOST FREQUENT VALUES

365.0

32,766

40.4%

1125.0

26,271

32.4%

30.0

2,299

2.8%

90.0

1,597

2.0%

999.0

1,477

1.8%

14.0

1,141

1.4%

730.0

1,106

1.4%

60.0

937

1.2%

180.0

933

1.2%

7.0

739

0.9%

330.0

678

0.8%

31.0

603

0.7%

360.0

598

0.7%

28.0

594

0.7%

731.0

491

0.6%

SMALLEST VALUES

1.0

<0.1%

2.0

<0.1%

3.0

158

0.2%

4.0

150

0.2%

5.0

242

0.3%

6.0

206

0.3%

7.0

739

0.9%

8.0

122

0.2%

9.0

<0.1%

10.0

459

0.6%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

1,141

1.4%

15.0

367

0.5%

LARGEST VALUES

2147483647.0

<0.1%

9999.0

<0.1%

5000.0

<0.1%

3652.0

<0.1%

3000.0

<0.1%

1500.0

<0.1%

1222.0

<0.1%

1200.0

<0.1%

1130.0

<0.1%

1125.0

26,271

32.4%

1124.0

107

0.1%

1123.0

<0.1%

1122.0

<0.1%

1120.0

<0.1%

1111.0

<0.1%

minimum_nights_avg_ntm

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_minimum_nights

0.94

maximum_minimum_nights

0.87

minimum_nights

0.85

longitude

0.42

aesthetic_score

0.33

latitude

-0.32

Unnamed: 0

0.30

availability_365

0.25

availability_30

0.24

reviews_per_month

-0.21

number_of_reviews_ltm

-0.21

number_of_reviews_l30d

-0.20

availability_60

0.19

host_response_rate

-0.19

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.44

istanbul

0.41

host_response_time

0.36

london

0.27

oslo

0.16

host_is_superhost

0.12

barcelona

0.08

instant_bookable

0.08

bathrooms_text

0.08

has_availability

0.06

host_has_profile_pic

0.06

host_identity_verified

0.06

room_type

0.05

berlin

0.03

MOST FREQUENT VALUES

1.0

15,990

19.7%

2.0

12,952

16.0%

100.0

10,856

13.4%

3.0

9,147

11.3%

4.0

2,715

3.3%

32.0

2,478

3.1%

5.0

2,404

3.0%

31.0

2,203

2.7%

92.0

1,542

1.9%

7.0

1,518

1.9%

2.9

852

1.1%

101.0

744

0.9%

30.0

732

0.9%

6.0

586

0.7%

1.1

560

0.7%

SMALLEST VALUES

0.4

<0.1%

0.5

<0.1%

0.7

<0.1%

0.8

<0.1%

1.0

15,990

19.7%

1.1

560

0.7%

1.2

289

0.4%

1.3

545

0.7%

1.4

275

0.3%

1.5

175

0.2%

1.6

260

0.3%

1.7

215

0.3%

1.8

175

0.2%

1.9

304

0.4%

2.0

12,952

16.0%

LARGEST VALUES

967.0

<0.1%

965.7

<0.1%

961.2

<0.1%

956.8

<0.1%

913.5

<0.1%

881.5

<0.1%

744.6

<0.1%

714.8

<0.1%

600.0

<0.1%

500.0

<0.1%

441.0

<0.1%

438.8

<0.1%

436.6

<0.1%

432.1

<0.1%

400.0

<0.1%

maximum_nights_avg_ntm

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_maximum_nights

1.00

minimum_maximum_nights

0.96

host_profile_pic_people_visible

-0.01

host_profile_pic_quality

-0.01

number_of_reviews

0.01

maximum_nights

0.01

average_review_length

-0.01

Unnamed: 0

-0.01

longitude

-0.01

availability_90

0.01

minimum_nights_avg_ntm

-0.01

minimum_minimum_nights

-0.01

availability_60

0.01

minimum_nights

-0.01

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.03

bathrooms_text

0.02

host_is_superhost

0.01

city

0.01

instant_bookable

0.01

host_response_time

0.01

berlin

0.01

istanbul

0.01

london

0.01

oslo

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

has_availability

0.00

barcelona

0.00

MOST FREQUENT VALUES

365.0

32,366

39.9%

1125.0

24,505

30.2%

30.0

2,275

2.8%

90.0

1,543

1.9%

999.0

1,223

1.5%

14.0

1,136

1.4%

730.0

1,098

1.4%

60.0

922

1.1%

180.0

918

1.1%

7.0

738

0.9%

330.0

673

0.8%

31.0

652

0.8%

28.0

585

0.7%

360.0

569

0.7%

10.0

457

0.6%

SMALLEST VALUES

1.0

<0.1%

2.0

<0.1%

3.0

157

0.2%

4.0

150

0.2%

5.0

241

0.3%

5.9

<0.1%

6.0

205

0.3%

6.1

<0.1%

6.2

<0.1%

6.5

<0.1%

6.7

<0.1%

7.0

738

0.9%

7.2

<0.1%

7.5

<0.1%

7.7

<0.1%

LARGEST VALUES

2147483647.0

<0.1%

2142535528.0

<0.1%

9999.0

<0.1%

5000.0

<0.1%

3652.0

<0.1%

1500.0

<0.1%

1222.0

<0.1%

1200.0

<0.1%

1130.0

<0.1%

1125.0

24,505

30.2%

1124.9

<0.1%

1124.5

<0.1%

1124.0

0.1%

1123.2

<0.1%

1123.0

<0.1%

has_availability

MISSING:

---

TOP CATEGORIES

79,741

98%

1,325

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

has_availability
PROVIDES INFORMATION ON...

host_response_time

0.01

instant_bookable

0.01

host_has_profile_pic

0.01

host_is_superhost

0.01

host_identity_verified

0.00

oslo

0.00

barcelona

0.00

city

0.00

room_type

0.00

berlin

0.00

bathrooms_text

0.00

london

0.00

istanbul

0.00

THESE FEATURES
GIVE INFORMATION
ON has_availability:

host_response_time

0.15

instant_bookable

0.06

host_is_superhost

0.04

host_has_profile_pic

0.02

city

0.02

host_identity_verified

0.01

oslo

0.01

barcelona

0.01

bathrooms_text

0.01

room_type

0.00

london

0.00

berlin

0.00

istanbul

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

has_availability
CORRELATION RATIO WITH...

review_scores_location

0.19

review_scores_checkin

0.19

review_scores_communication

0.19

review_scores_accuracy

0.19

review_scores_rating

0.19

review_scores_cleanliness

0.19

review_scores_value

0.19

average_review_length

0.13

amount_of_amenities

0.10

availability_30

0.08

reviews_per_month

0.08

minimum_minimum_nights

0.07

availability_60

0.07

minimum_nights_avg_ntm

0.06

availability_30

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_60

0.93

availability_90

0.86

availability_365

0.45

Unnamed: 0

0.37

longitude

0.36

minimum_minimum_nights

0.26

minimum_nights_avg_ntm

0.24

distance_to_city_center

0.24

minimum_nights

0.23

aesthetic_score

0.22

number_of_reviews_ltm

-0.19

number_of_reviews

-0.19

amount_of_amenities

-0.17

host_response_rate

-0.17

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.44

istanbul

0.39

barcelona

0.29

host_response_time

0.24

berlin

0.15

host_is_superhost

0.15

host_has_profile_pic

0.14

bathrooms_text

0.11

room_type

0.10

has_availability

0.08

london

0.07

instant_bookable

0.05

oslo

0.04

host_identity_verified

0.01

MOST FREQUENT VALUES

13,277

16.4%

12,054

14.9%

8,512

10.5%

2,702

3.3%

2,497

3.1%

2,336

2.9%

2,225

2.7%

2,205

2.7%

2,189

2.7%

2,150

2.7%

2,142

2.6%

2,001

2.5%

1,979

2.4%

1,829

2.3%

1,808

2.2%

SMALLEST VALUES

13,277

16.4%

2,497

3.1%

2,336

2.9%

2,142

2.6%

2,189

2.7%

2,205

2.7%

2,225

2.7%

1,979

2.4%

1,829

2.3%

1,808

2.2%

1,586

2.0%

1,564

1.9%

1,496

1.8%

1,470

1.8%

1,337

1.6%

LARGEST VALUES

12,054

14.9%

8,512

10.5%

2,702

3.3%

2,001

2.5%

1,161

1.4%

1,066

1.3%

1,265

1.6%

2,150

2.7%

1,236

1.5%

1,203

1.5%

1,174

1.4%

1,224

1.5%

1,238

1.5%

1,379

1.7%

1,388

1.7%

availability_60

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_90

0.97

availability_30

0.93

availability_365

0.50

Unnamed: 0

0.36

longitude

0.36

aesthetic_score

0.23

minimum_minimum_nights

0.22

distance_to_city_center

0.21

minimum_nights_avg_ntm

0.19

minimum_nights

0.19

number_of_reviews

-0.16

number_of_reviews_ltm

-0.15

host_response_rate

-0.15

amount_of_amenities

-0.14

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.42

istanbul

0.39

barcelona

0.26

host_response_time

0.20

host_has_profile_pic

0.13

berlin

0.13

host_is_superhost

0.12

bathrooms_text

0.10

room_type

0.10

london

0.08

has_availability

0.07

instant_bookable

0.02

oslo

0.01

host_identity_verified

0.01

MOST FREQUENT VALUES

11,708

14.4%

8,480

10.5%

8,189

10.1%

2,504

3.1%

1,848

2.3%

1,823

2.2%

1,041

1.3%

1,023

1.3%

1,000

1.2%

999

1.2%

999

1.2%

963

1.2%

963

1.2%

937

1.2%

933

1.2%

SMALLEST VALUES

8,480

10.5%

1,041

1.3%

862

1.1%

828

1.0%

1,023

1.3%

937

1.2%

821

1.0%

820

1.0%

832

1.0%

872

1.1%

709

0.9%

750

0.9%

767

0.9%

722

0.9%

780

1.0%

LARGEST VALUES

11,708

14.4%

8,189

10.1%

2,504

3.1%

1,823

2.2%

1,000

1.2%

855

1.1%

999

1.2%

1,848

2.3%

963

1.2%

906

1.1%

885

1.1%

894

1.1%

838

1.0%

879

1.1%

870

1.1%

availability_90

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_60

0.97

availability_30

0.86

availability_365

0.55

Unnamed: 0

0.34

longitude

0.34

aesthetic_score

0.23

distance_to_city_center

0.19

minimum_minimum_nights

0.18

minimum_nights_avg_ntm

0.17

minimum_nights

0.16

latitude

-0.15

host_response_rate

-0.13

number_of_reviews

-0.13

amount_of_amenities

-0.13

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.38

istanbul

0.36

barcelona

0.21

host_response_time

0.18

berlin

0.12

host_has_profile_pic

0.12

host_is_superhost

0.10

london

0.09

bathrooms_text

0.09

room_type

0.09

has_availability

0.06

oslo

0.02

host_identity_verified

0.00

instant_bookable

0.00

MOST FREQUENT VALUES

11,508

14.2%

8,064

9.9%

6,602

8.1%

2,421

3.0%

1,779

2.2%

1,761

2.2%

958

1.2%

944

1.2%

924

1.1%

860

1.1%

842

1.0%

833

1.0%

825

1.0%

821

1.0%

817

1.0%

SMALLEST VALUES

6,602

8.1%

784

1.0%

598

0.7%

483

0.6%

548

0.7%

526

0.6%

393

0.5%

445

0.5%

458

0.6%

418

0.5%

334

0.4%

377

0.5%

352

0.4%

342

0.4%

373

0.5%

LARGEST VALUES

11,508

14.2%

8,064

9.9%

2,421

3.0%

1,779

2.2%

944

1.2%

821

1.0%

958

1.2%

1,761

2.2%

924

1.1%

860

1.1%

825

1.0%

803

1.0%

755

0.9%

816

1.0%

797

1.0%

availability_365

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_90

0.55

availability_60

0.50

availability_30

0.45

longitude

0.29

minimum_minimum_nights

0.27

Unnamed: 0

0.26

aesthetic_score

0.26

minimum_nights_avg_ntm

0.25

latitude

-0.24

minimum_nights

0.23

maximum_minimum_nights

0.19

maximum_nights

0.13

host_response_rate

-0.12

distance_to_city_center

0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.32

istanbul

0.32

london

0.16

host_response_time

0.14

oslo

0.11

host_is_superhost

0.10

host_has_profile_pic

0.09

berlin

0.07

barcelona

0.06

bathrooms_text

0.06

instant_bookable

0.04

room_type

0.03

has_availability

0.03

host_identity_verified

0.02

MOST FREQUENT VALUES

365

7,837

9.7%

269

3,175

3.9%

364

3,157

3.9%

270

1,901

2.3%

363

1,125

1.4%

362

809

1.0%

180

768

0.9%

179

735

0.9%

733

0.9%

358

724

0.9%

711

0.9%

665

0.8%

268

425

0.5%

359

417

0.5%

410

0.5%

SMALLEST VALUES

733

0.9%

178

0.2%

190

0.2%

185

0.2%

206

0.3%

226

0.3%

182

0.2%

226

0.3%

216

0.3%

186

0.2%

164

0.2%

186

0.2%

163

0.2%

151

0.2%

175

0.2%

LARGEST VALUES

365

7,837

9.7%

364

3,157

3.9%

363

1,125

1.4%

362

809

1.0%

361

371

0.5%

360

332

0.4%

359

417

0.5%

358

724

0.9%

357

405

0.5%

356

342

0.4%

355

333

0.4%

354

341

0.4%

353

321

0.4%

352

340

0.4%

351

321

0.4%

number_of_reviews

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.73

reviews_per_month

0.55

number_of_reviews_l30d

0.49

Unnamed: 0

-0.22

availability_30

-0.19

host_acceptance_rate

0.17

availability_60

-0.16

minimum_minimum_nights

-0.16

amount_of_amenities

0.16

minimum_nights_avg_ntm

-0.16

maximum_minimum_nights

-0.14

minimum_nights

-0.13

availability_90

-0.13

distance_to_city_center

-0.12

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_is_superhost

0.24

city

0.22

host_response_time

0.20

barcelona

0.17

istanbul

0.13

berlin

0.11

host_has_profile_pic

0.09

instant_bookable

0.08

bathrooms_text

0.08

london

0.06

host_identity_verified

0.06

oslo

0.05

has_availability

0.05

room_type

0.04

MOST FREQUENT VALUES

21,534

26.6%

6,632

8.2%

4,385

5.4%

3,354

4.1%

2,605

3.2%

2,279

2.8%

1,956

2.4%

1,720

2.1%

1,476

1.8%

1,443

1.8%

1,293

1.6%

1,221

1.5%

1,038

1.3%

968

1.2%

954

1.2%

SMALLEST VALUES

21,534

26.6%

6,632

8.2%

4,385

5.4%

3,354

4.1%

2,605

3.2%

2,279

2.8%

1,956

2.4%

1,720

2.1%

1,476

1.8%

1,443

1.8%

1,293

1.6%

1,221

1.5%

1,038

1.3%

954

1.2%

968

1.2%

LARGEST VALUES

2753

<0.1%

2453

<0.1%

2138

<0.1%

2132

<0.1%

1682

<0.1%

1523

<0.1%

1432

<0.1%

1421

<0.1%

1419

<0.1%

1326

<0.1%

1323

<0.1%

1288

<0.1%

1254

<0.1%

1248

<0.1%

1208

<0.1%

number_of_reviews_ltm

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reviews_per_month

0.80

number_of_reviews_l30d

0.76

number_of_reviews

0.73

host_acceptance_rate

0.22

minimum_minimum_nights

-0.22

minimum_nights_avg_ntm

-0.21

amount_of_amenities

0.20

availability_30

-0.19

maximum_minimum_nights

-0.19

minimum_nights

-0.18

Unnamed: 0

-0.15

availability_60

-0.15

host_response_rate

0.14

distance_to_city_center

-0.12

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.28

host_is_superhost

0.27

city

0.17

instant_bookable

0.14

barcelona

0.13

istanbul

0.11

host_has_profile_pic

0.09

berlin

0.08

bathrooms_text

0.07

has_availability

0.06

host_identity_verified

0.06

london

0.04

oslo

0.03

room_type

0.02

MOST FREQUENT VALUES

29,650

36.6%

7,833

9.7%

5,086

6.3%

3,941

4.9%

3,080

3.8%

2,563

3.2%

2,149

2.7%

1,777

2.2%

1,603

2.0%

1,457

1.8%

1,205

1.5%

1,199

1.5%

1,015

1.3%

948

1.2%

905

1.1%

SMALLEST VALUES

29,650

36.6%

7,833

9.7%

5,086

6.3%

3,941

4.9%

3,080

3.8%

2,563

3.2%

2,149

2.7%

1,777

2.2%

1,603

2.0%

1,457

1.8%

1,199

1.5%

1,205

1.5%

1,015

1.3%

948

1.2%

905

1.1%

LARGEST VALUES

1287

<0.1%

856

<0.1%

521

<0.1%

520

<0.1%

499

<0.1%

471

<0.1%

390

<0.1%

386

<0.1%

366

<0.1%

364

<0.1%

356

<0.1%

339

<0.1%

328

<0.1%

325

<0.1%

317

<0.1%

number_of_reviews_l30d

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.76

reviews_per_month

0.75

number_of_reviews

0.49

minimum_minimum_nights

-0.21

minimum_nights_avg_ntm

-0.20

host_acceptance_rate

0.19

maximum_minimum_nights

-0.18

minimum_nights

-0.18

availability_30

-0.16

amount_of_amenities

0.15

host_response_rate

0.13

availability_60

-0.13

availability_365

-0.10

availability_90

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.26

host_is_superhost

0.20

city

0.14

instant_bookable

0.13

barcelona

0.10

istanbul

0.08

berlin

0.07

host_has_profile_pic

0.06

bathrooms_text

0.06

oslo

0.05

has_availability

0.05

host_identity_verified

0.04

london

0.02

room_type

0.02

MOST FREQUENT VALUES

54,772

67.6%

11,156

13.8%

6,328

7.8%

3,887

4.8%

2,125

2.6%

1,272

1.6%

656

0.8%

326

0.4%

192

0.2%

0.1%

<0.1%

SMALLEST VALUES

54,772

67.6%

11,156

13.8%

6,328

7.8%

3,887

4.8%

2,125

2.6%

1,272

1.6%

656

0.8%

326

0.4%

192

0.2%

0.1%

<0.1%

LARGEST VALUES

172

<0.1%

first_review

MISSING:

21,534

(27%)

234

<1%

2024-06-30

195

<1%

2024-01-01

167

<1%

2024-08-18

155

<1%

2024-06-23

153

<1%

2024-07-07

151

<1%

2024-04-21

140

<1%

2024-05-12

137

<1%

2024-07-15

134

<1%

2024-04-14

134

<1%

2023-07-02

132

<1%

2024-05-05

131

<1%

2024-07-14

129

<1%

2024-05-26

126

<1%

2024-07-28

126

<1%

2024-08-04

124

<1%

2023-07-09

124

<1%

2024-08-11

122

<1%

2024-06-16

120

<1%

2024-06-09

116

<1%

2024-05-19

115

<1%

2024-04-28

113

<1%

2023-06-11

113

<1%

2024-07-31

111

<1%

2024-07-21

108

<1%

2023-01-01

107

<1%

2024-01-02

106

<1%

2024-06-02

106

<1%

2024-08-01

106

<1%

2024-08-25

105

<1%

2024-03-31

105

<1%

2023-10-01

104

<1%

2024-07-01

104

<1%

2024-08-19

103

<1%

2023-05-21

102

<1%

2024-08-03

<1%

2024-08-12

<1%

2023-05-01

<1%

2023-01-02

<1%

2023-07-30

<1%

2024-06-29

<1%

2024-05-06

<1%

2024-08-02

<1%

2023-10-15

<1%

2024-08-15

<1%

2023-08-13

<1%

2024-08-16

<1%

2024-07-05

<1%

2023-07-16

<1%

2024-09-01

<1%

2024-04-22

<1%

2024-03-10

<1%

2023-04-30

<1%

2023-07-03

<1%

2024-04-07

<1%

2024-06-22

<1%

2024-08-17

<1%

2023-09-17

<1%

2023-06-25

<1%

2024-05-27

<1%

2024-05-20

52,789

89%

(Other)

last_review

MISSING:

21,534

(27%)

1,205

2024-09-01

1,200

2024-08-18

967

2024-08-25

958

2024-08-19

868

2024-08-23

858

2024-08-31

841

2024-08-26

807

2024-08-20

797

2024-09-02

786

2024-09-15

776

2024-08-21

769

2024-08-22

693

2024-08-27

682

2024-08-30

649

2024-08-17

613

2024-09-03

602

2024-08-11

585

<1%

2024-09-08

581

<1%

2024-09-04

570

<1%

2024-08-28

569

<1%

2024-08-16

557

<1%

2024-08-29

538

<1%

2024-08-24

537

<1%

2024-09-09

537

<1%

2024-09-05

498

<1%

2024-08-15

487

<1%

2024-09-22

474

<1%

2024-09-13

455

<1%

2024-08-12

455

<1%

2024-09-14

442

<1%

2024-09-06

429

<1%

2024-09-16

400

<1%

2024-07-31

399

<1%

2024-09-23

394

<1%

2024-08-09

385

<1%

2024-08-04

380

<1%

2024-07-28

380

<1%

2024-08-13

374

<1%

2024-07-14

364

<1%

2024-08-14

350

<1%

2024-09-12

349

<1%

2024-06-30

347

<1%

2024-08-03

346

<1%

2024-07-15

332

<1%

2024-08-05

331

<1%

2024-08-10

326

<1%

2024-08-01

325

<1%

2024-08-02

321

<1%

2024-09-10

313

<1%

2024-09-11

310

<1%

2024-07-21

304

<1%

2024-08-08

292

<1%

2024-07-07

288

<1%

2024-09-24

287

<1%

2024-07-29

282

<1%

2024-09-21

270

<1%

2024-07-30

269

<1%

2024-09-17

269

<1%

2024-08-07

269

<1%

2024-08-06

28,491

48%

(Other)

review_scores_rating

MISSING:

21,534

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_accuracy

0.88

review_scores_value

0.88

review_scores_cleanliness

0.83

review_scores_communication

0.81

review_scores_checkin

0.77

review_scores_location

0.67

amount_of_amenities

0.18

average_review_length

-0.16

latitude

0.15

availability_30

-0.11

calculated_host_listings_count

-0.11

availability_60

-0.11

calculated_host_listings_count_private_rooms

-0.11

availability_90

-0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.34

host_is_superhost

0.27

host_has_profile_pic

0.19

has_availability

0.19

city

0.16

istanbul

0.16

bathrooms_text

0.10

room_type

0.09

london

0.06

instant_bookable

0.05

oslo

0.05

berlin

0.05

barcelona

0.05

host_identity_verified

0.04

MOST FREQUENT VALUES

5.0

15,895

26.7%

4.0

2,006

3.4%

4.5

1,891

3.2%

4.67

1,681

2.8%

4.75

1,365

2.3%

4.8

1,249

2.1%

4.83

1,225

2.1%

4.86

1,106

1.9%

4.88

1,105

1.9%

4.89

985

1.7%

4.92

882

1.5%

4.9

854

1.4%

4.94

820

1.4%

4.91

816

1.4%

4.93

775

1.3%

SMALLEST VALUES

0.0

<0.1%

1.0

409

0.7%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.8

<0.1%

2.0

209

0.4%

2.17

<0.1%

2.25

<0.1%

2.33

<0.1%

2.4

<0.1%

2.5

0.1%

2.6

<0.1%

2.63

<0.1%

2.67

<0.1%

LARGEST VALUES

5.0

15,895

26.7%

4.99

116

0.2%

4.98

322

0.5%

4.97

460

0.8%

4.96

609

1.0%

4.95

737

1.2%

4.94

820

1.4%

4.93

775

1.3%

4.92

882

1.5%

4.91

816

1.4%

4.9

854

1.4%

4.89

985

1.7%

4.88

1,105

1.9%

4.87

645

1.1%

4.86

1,106

1.9%

review_scores_accuracy

MISSING:

21,539

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.88

review_scores_value

0.84

review_scores_cleanliness

0.79

review_scores_communication

0.76

review_scores_checkin

0.73

review_scores_location

0.66

amount_of_amenities

0.16

average_review_length

-0.15

latitude

0.14

availability_30

-0.12

availability_60

-0.12

availability_90

-0.11

availability_365

-0.11

calculated_host_listings_count_private_rooms

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.34

host_is_superhost

0.26

host_has_profile_pic

0.19

has_availability

0.19

city

0.16

istanbul

0.16

bathrooms_text

0.10

room_type

0.09

london

0.06

instant_bookable

0.06

oslo

0.05

barcelona

0.05

berlin

0.05

host_identity_verified

0.04

MOST FREQUENT VALUES

5.0

16,582

27.9%

4.0

1,839

3.1%

4.5

1,742

2.9%

4.67

1,538

2.6%

4.83

1,329

2.2%

4.8

1,327

2.2%

4.75

1,323

2.2%

4.88

1,281

2.2%

4.86

1,216

2.0%

4.89

1,122

1.9%

4.92

1,073

1.8%

4.9

1,062

1.8%

4.93

1,014

1.7%

4.91

968

1.6%

4.94

942

1.6%

SMALLEST VALUES

0.0

<0.1%

1.0

385

0.6%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

2.0

204

0.3%

2.17

<0.1%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.38

<0.1%

2.4

<0.1%

2.44

<0.1%

2.5

0.1%

2.6

<0.1%

LARGEST VALUES

5.0

16,582

27.9%

4.99

126

0.2%

4.98

409

0.7%

4.97

596

1.0%

4.96

788

1.3%

4.95

859

1.4%

4.94

942

1.6%

4.93

1,014

1.7%

4.92

1,073

1.8%

4.91

968

1.6%

4.9

1,062

1.8%

4.89

1,122

1.9%

4.88

1,281

2.2%

4.87

692

1.2%

4.86

1,216

2.0%

review_scores_cleanliness

MISSING:

21,538

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.83

review_scores_accuracy

0.79

review_scores_value

0.77

review_scores_communication

0.68

review_scores_checkin

0.66

review_scores_location

0.60

amount_of_amenities

0.18

availability_30

-0.12

latitude

0.12

availability_60

-0.11

average_review_length

-0.11

host_response_rate

0.10

Unnamed: 0

-0.10

availability_90

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.35

host_is_superhost

0.27

host_has_profile_pic

0.19

has_availability

0.19

city

0.17

istanbul

0.17

bathrooms_text

0.10

room_type

0.09

instant_bookable

0.06

london

0.06

barcelona

0.05

oslo

0.05

berlin

0.05

host_identity_verified

0.04

MOST FREQUENT VALUES

5.0

14,671

24.6%

4.0

2,248

3.8%

4.5

2,066

3.5%

4.67

1,761

3.0%

4.75

1,363

2.3%

4.83

1,204

2.0%

4.8

1,157

1.9%

4.88

1,081

1.8%

4.86

1,032

1.7%

4.89

963

1.6%

4.92

859

1.4%

4.9

836

1.4%

4.33

832

1.4%

4.71

806

1.4%

4.91

774

1.3%

SMALLEST VALUES

0.0

<0.1%

1.0

377

0.6%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.83

<0.1%

2.0

224

0.4%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.38

<0.1%

2.4

<0.1%

2.5

0.2%

2.6

<0.1%

2.67

<0.1%

LARGEST VALUES

5.0

14,671

24.6%

4.99

150

0.3%

4.98

385

0.6%

4.97

495

0.8%

4.96

593

1.0%

4.95

669

1.1%

4.94

741

1.2%

4.93

772

1.3%

4.92

859

1.4%

4.91

774

1.3%

4.9

836

1.4%

4.89

963

1.6%

4.88

1,081

1.8%

4.87

556

0.9%

4.86

1,032

1.7%

review_scores_checkin

MISSING:

21,540

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_communication

0.79

review_scores_rating

0.77

review_scores_accuracy

0.73

review_scores_value

0.72

review_scores_cleanliness

0.66

review_scores_location

0.61

amount_of_amenities

0.14

average_review_length

-0.13

calculated_host_listings_count

-0.12

calculated_host_listings_count_private_rooms

-0.11

host_listings_count

-0.10

latitude

0.10

availability_30

-0.09

calculated_host_listings_count_entire_homes

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.34

host_is_superhost

0.25

host_has_profile_pic

0.19

has_availability

0.19

city

0.16

istanbul

0.16

bathrooms_text

0.10

room_type

0.09

instant_bookable

0.06

london

0.06

barcelona

0.05

berlin

0.04

oslo

0.04

host_identity_verified

0.04

MOST FREQUENT VALUES

5.0

19,925

33.5%

4.88

1,507

2.5%

4.5

1,377

2.3%

4.0

1,355

2.3%

4.93

1,334

2.2%

4.92

1,328

2.2%

4.94

1,311

2.2%

4.67

1,299

2.2%

4.83

1,299

2.2%

4.89

1,262

2.1%

4.95

1,259

2.1%

4.9

1,252

2.1%

4.86

1,231

2.1%

4.8

1,225

2.1%

4.91

1,213

2.0%

SMALLEST VALUES

0.0

<0.1%

1.0

354

0.6%

1.25

<0.1%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.8

<0.1%

2.0

121

0.2%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.4

<0.1%

2.42

<0.1%

2.5

<0.1%

2.6

<0.1%

LARGEST VALUES

5.0

19,925

33.5%

4.99

276

0.5%

4.98

648

1.1%

4.97

891

1.5%

4.96

1,186

2.0%

4.95

1,259

2.1%

4.94

1,311

2.2%

4.93

1,334

2.2%

4.92

1,328

2.2%

4.91

1,213

2.0%

4.9

1,252

2.1%

4.89

1,262

2.1%

4.88

1,507

2.5%

4.87

788

1.3%

4.86

1,231

2.1%

review_scores_communication

MISSING:

21,537

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.81

review_scores_checkin

0.79

review_scores_accuracy

0.76

review_scores_value

0.76

review_scores_cleanliness

0.68

review_scores_location

0.61

amount_of_amenities

0.16

average_review_length

-0.15

calculated_host_listings_count

-0.12

latitude

0.11

calculated_host_listings_count_private_rooms

-0.11

host_listings_count

-0.11

host_response_rate

0.10

calculated_host_listings_count_entire_homes

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.34

host_is_superhost

0.26

host_has_profile_pic

0.19

has_availability

0.19

city

0.16

istanbul

0.16

bathrooms_text

0.10

room_type

0.09

instant_bookable

0.06

london

0.06

barcelona

0.05

oslo

0.05

berlin

0.04

host_identity_verified

0.04

MOST FREQUENT VALUES

5.0

22,589

37.9%

4.94

1,361

2.3%

4.95

1,355

2.3%

4.96

1,337

2.2%

4.93

1,284

2.2%

4.92

1,274

2.1%

4.0

1,226

2.1%

4.5

1,219

2.0%

4.88

1,201

2.0%

4.9

1,175

2.0%

4.67

1,146

1.9%

4.91

1,129

1.9%

4.97

1,109

1.9%

4.89

1,094

1.8%

4.86

1,093

1.8%

SMALLEST VALUES

0.0

<0.1%

1.0

362

0.6%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.8

<0.1%

2.0

140

0.2%

2.33

<0.1%

2.4

<0.1%

2.5

<0.1%

2.6

<0.1%

2.63

<0.1%

2.67

<0.1%

2.75

<0.1%

2.8

<0.1%

LARGEST VALUES

5.0

22,589

37.9%

4.99

462

0.8%

4.98

994

1.7%

4.97

1,109

1.9%

4.96

1,337

2.2%

4.95

1,355

2.3%

4.94

1,361

2.3%

4.93

1,284

2.2%

4.92

1,274

2.1%

4.91

1,129

1.9%

4.9

1,175

2.0%

4.89

1,094

1.8%

4.88

1,201

2.0%

4.87

652

1.1%

4.86

1,093

1.8%

review_scores_location

MISSING:

21,539

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.67

review_scores_value

0.66

review_scores_accuracy

0.66

review_scores_checkin

0.61

review_scores_communication

0.61

review_scores_cleanliness

0.60

Unnamed: 0

-0.12

availability_30

-0.10

availability_60

-0.10

amount_of_amenities

0.10

latitude

0.10

availability_90

-0.10

distance_to_city_center

-0.08

aesthetic_score

-0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.34

host_is_superhost

0.25

has_availability

0.19

host_has_profile_pic

0.19

city

0.17

istanbul

0.16

bathrooms_text

0.09

room_type

0.09

instant_bookable

0.07

barcelona

0.06

london

0.06

oslo

0.05

berlin

0.04

host_identity_verified

0.04

MOST FREQUENT VALUES

5.0

16,170

27.2%

4.5

1,921

3.2%

4.0

1,778

3.0%

4.67

1,737

2.9%

4.75

1,530

2.6%

4.8

1,458

2.4%

4.83

1,416

2.4%

4.88

1,348

2.3%

4.86

1,325

2.2%

4.89

1,189

2.0%

4.92

1,118

1.9%

4.9

1,085

1.8%

4.91

1,048

1.8%

4.93

1,019

1.7%

4.94

953

1.6%

SMALLEST VALUES

0.0

<0.1%

1.0

244

0.4%

1.33

<0.1%

1.5

<0.1%

2.0

113

0.2%

2.25

<0.1%

2.33

<0.1%

2.4

<0.1%

2.5

<0.1%

2.6

<0.1%

2.63

<0.1%

2.67

<0.1%

2.75

<0.1%

2.8

<0.1%

2.9

<0.1%

LARGEST VALUES

5.0

16,170

27.2%

4.99

119

0.2%

4.98

381

0.6%

4.97

584

1.0%

4.96

695

1.2%

4.95

884

1.5%

4.94

953

1.6%

4.93

1,019

1.7%

4.92

1,118

1.9%

4.91

1,048

1.8%

4.9

1,085

1.8%

4.89

1,189

2.0%

4.88

1,348

2.3%

4.87

738

1.2%

4.86

1,325

2.2%

review_scores_value

MISSING:

21,539

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.88

review_scores_accuracy

0.84

review_scores_cleanliness

0.77

review_scores_communication

0.76

review_scores_checkin

0.72

review_scores_location

0.66

amount_of_amenities

0.16

average_review_length

-0.16

latitude

0.14

calculated_host_listings_count

-0.13

calculated_host_listings_count_private_rooms

-0.11

host_listings_count

-0.11

calculated_host_listings_count_entire_homes

-0.11

availability_365

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.34

host_is_superhost

0.27

host_has_profile_pic

0.19

has_availability

0.19

city

0.15

istanbul

0.15

bathrooms_text

0.10

room_type

0.08

london

0.06

oslo

0.06

instant_bookable

0.05

berlin

0.04

host_identity_verified

0.04

barcelona

0.03

MOST FREQUENT VALUES

5.0

11,682

19.6%

4.0

2,472

4.2%

4.5

2,401

4.0%

4.67

2,112

3.5%

4.75

1,683

2.8%

4.8

1,342

2.3%

4.83

1,145

1.9%

4.71

994

1.7%

4.86

954

1.6%

4.33

951

1.6%

4.6

927

1.6%

3.0

846

1.4%

4.88

822

1.4%

4.78

763

1.3%

4.73

755

1.3%

SMALLEST VALUES

0.0

<0.1%

1.0

443

0.7%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.8

<0.1%

1.83

<0.1%

2.0

249

0.4%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.38

<0.1%

2.4

<0.1%

2.5

100

0.2%

2.58

<0.1%

LARGEST VALUES

5.0

11,682

19.6%

4.99

<0.1%

4.98

<0.1%

4.97

128

0.2%

4.96

199

0.3%

4.95

270

0.5%

4.94

357

0.6%

4.93

454

0.8%

4.92

516

0.9%

4.91

471

0.8%

4.9

599

1.0%

4.89

708

1.2%

4.88

822

1.4%

4.87

426

0.7%

4.86

954

1.6%

instant_bookable

MISSING:

---

TOP CATEGORIES

53,883

66%

27,183

34%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

instant_bookable
PROVIDES INFORMATION ON...

has_availability

0.06

oslo

0.06

host_response_time

0.06

city

0.01

host_identity_verified

0.01

barcelona

0.01

host_has_profile_pic

0.01

room_type

0.01

bathrooms_text

0.01

istanbul

0.00

host_is_superhost

0.00

berlin

0.00

london

0.00

THESE FEATURES
GIVE INFORMATION
ON instant_bookable:

host_response_time

0.11

city

0.03

oslo

0.03

bathrooms_text

0.01

has_availability

0.01

room_type

0.01

barcelona

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

istanbul

0.00

host_is_superhost

0.00

berlin

0.00

london

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

instant_bookable
CORRELATION RATIO WITH...

host_acceptance_rate

0.38

reviews_per_month

0.16

latitude

0.15

host_response_rate

0.14

number_of_reviews_ltm

0.14

number_of_reviews_l30d

0.13

host_profile_pic_male_or_female

0.12

host_listings_count

0.11

minimum_minimum_nights

0.10

aesthetic_score

0.10

maximum_nights

0.09

host_total_listings_count

0.09

calculated_host_listings_count_entire_homes

0.09

Unnamed: 0

0.09

calculated_host_listings_count

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count_entire_homes

0.95

host_listings_count

0.70

host_total_listings_count

0.47

calculated_host_listings_count_private_rooms

0.30

maximum_minimum_nights

0.16

host_profile_pic_professionality

0.16

review_scores_value

-0.13

latitude

-0.13

review_scores_communication

-0.12

review_scores_checkin

-0.12

maximum_nights

0.11

review_scores_rating

-0.11

host_profile_pic_people_visible

0.10

host_profile_pic_male_or_female

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.18

barcelona

0.16

bathrooms_text

0.15

host_response_time

0.14

room_type

0.11

oslo

0.10

instant_bookable

0.08

has_availability

0.04

berlin

0.04

london

0.03

host_is_superhost

0.03

host_has_profile_pic

0.03

host_identity_verified

0.02

istanbul

0.01

MOST FREQUENT VALUES

29,395

36.3%

8,754

10.8%

5,038

6.2%

3,763

4.6%

2,938

3.6%

2,414

3.0%

2,029

2.5%

1,746

2.2%

1,460

1.8%

1,235

1.5%

1,194

1.5%

1,185

1.5%

984

1.2%

736

0.9%

714

0.9%

SMALLEST VALUES

29,395

36.3%

8,754

10.8%

5,038

6.2%

3,763

4.6%

2,938

3.6%

2,414

3.0%

2,029

2.5%

1,746

2.2%

1,460

1.8%

1,235

1.5%

1,194

1.5%

1,185

1.5%

984

1.2%

694

0.9%

736

0.9%

LARGEST VALUES

468

395

0.5%

438

154

0.2%

437

388

0.5%

404

133

0.2%

365

200

0.2%

302

285

0.4%

274

<0.1%

259

<0.1%

233

155

0.2%

226

<0.1%

210

<0.1%

209

206

0.3%

200

<0.1%

196

0.2%

191

183

0.2%

calculated_host_listings_count_entire_homes

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count

0.95

host_listings_count

0.68

host_total_listings_count

0.46

maximum_minimum_nights

0.17

host_profile_pic_professionality

0.16

maximum_nights

0.12

latitude

-0.11

review_scores_value

-0.11

host_profile_pic_male_or_female

0.11

host_profile_pic_people_visible

0.10

review_scores_communication

-0.09

review_scores_checkin

-0.09

review_scores_rating

-0.08

host_profile_pic_setting_indoor_outdoor

0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.18

bathrooms_text

0.17

host_response_time

0.15

city

0.14

barcelona

0.12

oslo

0.09

instant_bookable

0.09

has_availability

0.03

host_identity_verified

0.03

berlin

0.03

london

0.03

host_has_profile_pic

0.02

host_is_superhost

0.01

istanbul

0.00

MOST FREQUENT VALUES

24,555

30.3%

18,019

22.2%

5,484

6.8%

3,508

4.3%

2,640

3.3%

2,091

2.6%

1,574

1.9%

1,542

1.9%

1,330

1.6%

1,324

1.6%

911

1.1%

893

1.1%

885

1.1%

671

0.8%

596

0.7%

SMALLEST VALUES

18,019

22.2%

24,555

30.3%

5,484

6.8%

3,508

4.3%

2,640

3.3%

2,091

2.6%

1,574

1.9%

1,542

1.9%

1,324

1.6%

1,330

1.6%

885

1.1%

893

1.1%

911

1.1%

671

0.8%

463

0.6%

LARGEST VALUES

462

395

0.5%

438

154

0.2%

437

388

0.5%

404

133

0.2%

302

285

0.4%

270

<0.1%

259

<0.1%

233

155

0.2%

226

<0.1%

210

<0.1%

209

206

0.3%

196

0.2%

191

183

0.2%

178

<0.1%

169

0.2%

calculated_host_listings_count_private_rooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count

0.30

host_listings_count

0.15

accommodates

-0.12

review_scores_value

-0.11

review_scores_communication

-0.11

review_scores_checkin

-0.11

review_scores_rating

-0.11

review_scores_accuracy

-0.10

amount_of_amenities

-0.10

host_total_listings_count

0.09

review_scores_cleanliness

-0.08

latitude

-0.08

availability_60

-0.08

availability_30

-0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.21

bathrooms_text

0.20

city

0.16

barcelona

0.16

host_response_time

0.13

host_is_superhost

0.06

oslo

0.05

istanbul

0.05

berlin

0.04

london

0.03

host_identity_verified

0.03

has_availability

0.02

host_has_profile_pic

0.01

instant_bookable

0.01

MOST FREQUENT VALUES

51,604

63.7%

12,005

14.8%

4,321

5.3%

2,664

3.3%

1,829

2.3%

1,596

2.0%

1,163

1.4%

844

1.0%

566

0.7%

481

0.6%

419

0.5%

328

0.4%

250

0.3%

248

0.3%

356

200

0.2%

SMALLEST VALUES

51,604

63.7%

12,005

14.8%

4,321

5.3%

2,664

3.3%

1,829

2.3%

1,163

1.4%

1,596

2.0%

844

1.0%

566

0.7%

481

0.6%

419

0.5%

328

0.4%

248

0.3%

166

0.2%

250

0.3%

LARGEST VALUES

356

200

0.2%

136

130

0.2%

117

<0.1%

107

<0.1%

102

<0.1%

112

0.1%

<0.1%

calculated_host_listings_count_shared_rooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

beds

0.07

average_review_length

-0.04

amount_of_amenities

-0.04

host_profile_pic_setting_indoor_outdoor

0.03

number_of_reviews

0.03

Unnamed: 0

-0.03

bedrooms

-0.03

host_profile_pic_people_visible

-0.03

host_profile_pic_professionality

-0.03

distance_to_city_center

-0.02

review_scores_location

-0.02

review_scores_rating

-0.02

calculated_host_listings_count_private_rooms

0.02

review_scores_communication

-0.02

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.47

bathrooms_text

0.16

city

0.07

berlin

0.07

london

0.02

host_is_superhost

0.02

host_response_time

0.02

istanbul

0.02

oslo

0.02

instant_bookable

0.01

host_has_profile_pic

0.01

barcelona

0.01

host_identity_verified

0.00

has_availability

0.00

MOST FREQUENT VALUES

79,846

98.5%

639

0.8%

153

0.2%

114

0.1%

<0.1%

SMALLEST VALUES

79,846

98.5%

639

0.8%

114

0.1%

<0.1%

153

0.2%

<0.1%

LARGEST VALUES

<0.1%

153

0.2%

<0.1%

114

0.1%

639

0.8%

79,846

98.5%

reviews_per_month

MISSING:

21,534

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.80

number_of_reviews_l30d

0.75

number_of_reviews

0.55

host_acceptance_rate

0.25

minimum_minimum_nights

-0.23

minimum_nights_avg_ntm

-0.21

maximum_minimum_nights

-0.20

minimum_nights

-0.18

host_response_rate

0.14

availability_30

-0.13

average_review_length

-0.10

distance_to_city_center

-0.10

review_scores_cleanliness

0.10

review_scores_value

0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.32

host_is_superhost

0.24

instant_bookable

0.16

city

0.14

istanbul

0.11

barcelona

0.09

bathrooms_text

0.08

has_availability

0.08

host_has_profile_pic

0.07

berlin

0.07

host_identity_verified

0.05

oslo

0.02

room_type

0.02

london

0.01

MOST FREQUENT VALUES

1.0

1,452

2.4%

0.07

700

1.2%

0.08

696

1.2%

0.04

632

1.1%

0.06

582

1.0%

0.16

557

0.9%

0.05

556

0.9%

0.09

550

0.9%

0.11

545

0.9%

2.0

543

0.9%

0.12

543

0.9%

0.14

528

0.9%

0.17

515

0.9%

0.13

494

0.8%

0.21

488

0.8%

SMALLEST VALUES

0.01

129

0.2%

0.02

279

0.5%

0.03

435

0.7%

0.04

632

1.1%

0.05

556

0.9%

0.06

582

1.0%

0.07

700

1.2%

0.08

696

1.2%

0.09

550

0.9%

0.1

486

0.8%

0.11

545

0.9%

0.12

543

0.9%

0.13

494

0.8%

0.14

528

0.9%

0.15

485

0.8%

LARGEST VALUES

74.63

<0.1%

57.08

<0.1%

51.89

<0.1%

42.25

<0.1%

36.6

<0.1%

36.08

<0.1%

34.98

<0.1%

33.3

<0.1%

32.97

<0.1%

31.51

<0.1%

31.35

<0.1%

28.83

<0.1%

26.98

<0.1%

25.8

<0.1%

25.54

<0.1%

comments

MISSING:

---

21,534

27%

[]

<1%

['.']

<1%

['Good']

<1%

['Great place']

<1%

['👍']

<1%

['Great!']

<1%

['Nice']

<1%

['Teşekkürler']

<1%

['Great place to stay']

<1%

['Güzeldi']

<1%

['ok']

<1%

['Everything was very good']

<1%

['Ok']

<1%

['A']

<1%

['Todo perfecto']

<1%

['Great stay!']

<1%

['Great experience']

<1%

['Parfait']

<1%

['Good stay']

<1%

['Great']

<1%

['All good']

<1%

['iyiydi']

<1%

['👌']

<1%

['Great location!']

<1%

['Perfect']

<1%

['Teşekkürler.']

<1%

['super']

<1%

['♥️']

<1%

['Recommend']

<1%

['good stay']

<1%

['very nice']

<1%

['Very good place']

<1%

['Top!']

<1%

['Nice place']

<1%

['Great place.']

<1%

['Nice place.']

<1%

['Good place.']

<1%

['Very good']

<1%

['thank you']

<1%

['güzeldi']

<1%

['Teşekkür ederiz']

<1%

['Nice place to stay']

<1%

['Great place, well managed, excellent location. Hope to return', "From my reading Nell Gwynn have a handful of apartments in this building which they manage for private owners - for this visit we, as a couple, rented a 1 bedroom apartment. I know this area very well and the locatio

<1%

["Our stay at Valentine's place was fantastic. I give this space two thumbs up!", 'Our stay at Valentine’s place was superb. We loved the place, and he was so great. He was quick to give us a response when we had questions. So overall a really good host. Beautiful home, and neigh

<1%

['A very clean and quiet apartment with an amazing location!']

<1%

['Flat as pictured. Gets a nice cross breeze which is lovely in this hot weather. \nThere is some construction happening outside the front of the building. But the noise level was very minimal and all within business hours. \nNice team of porters. Had no issue leaving luggage with them pre chec

<1%

['I stayed at Neal’s the night before doing the London to Brighton bike ride which starts at Clapham Common, so the location was perfect.\nNeal was very fast on replaying to all queries pre-booking and check-in, which made the whole process hassle free. \nThe room and bathroom facilities were s

<1%

['Great service. Friendly and very responsive host.', 'A wonderful apartment, great communication from host and a brilliant location.', 'Beautiful place. Clean, warm and very well equipped, amazing location . Very grateful to have a wonderful accommodating host!! Thank you b

<1%

['Host canceled on me at 13:20 when my check in was at 16:00. I was on the train already. My whole trip was totally ruined.', 'Very nice and comfortable stay in Tsehay’s place. The room is very tastefully decorated and is sparkling clean. Location is great too. All in all very happy a

<1%

['very great apartment and facilities with a regents park view']

<1%

['Place was nice and clean. But I feel this is little bit expensive compared to other options available around the place. However, Marc was awesome and helped me to check in little earlier. Overall nice experience.', 'I had such a lovely time at Marc and Jacob! Really easy-going, both

<1%

['Good location. One minue walk to metro station, very safe place.']

<1%

["The house is very well located, walking distance from Highbury & Islington Station, shops, restaurants, but still very quiet. It's furnished with good taste, simple, full of light, well equipped and clean. Harry is a great host. He has been nice, always responsive and available. Defi

<1%

['We stayed during New Years. It was a nice stay with host. \nCigdem was available for anything that we needed. We had all the basic amenities in house. \nWe had some issues with the wifi reachability in the guest room. Apart from that everything was as expected.', 'Cigdem was extreme

<1%

['Maggie è una persona gentile e disponibile. è stato bello conoscerla']

<1%

['I stayed In The room on the ground floor. The room is big and the windows can open, so pretty good in terms of the personal space. Kitchen is just next door, with a thoughtful selection on herbal teas. There are a few rental rooms in the house. Being on the ground floor is a disadvantage, as

<1%

['lovely place to stay nice quiet area with access to London attractions with ease.', "Flat was brilliant, spotless, comfy beds and the most brilliant comfiest pillows and duvet, we almost didn't want to go out haha\nPerfect stay for Camden, and nottinghill, nothing was too far a

<1%

["We stayed in this place twice, the first stay was great. Accept one tinny little thing...we left our food in the cupboard, nothing special, but the next day the same food was on a table, with a note from the owner, saying that it's for everyone to share :)) The second time I booked a lar

<1%

['Perfect location for a partt', "Very clean and perfect located to go to the city and close to transfer to any airport. Suitable for friends and couples more than for families. Quite area 5' from Victoria. The owner, Jo is very kind and willing to help. She gave us a all informa

<1%

['My husband and I have just returned to Texas after an outstanding three week stay in Alice and Sam\'s very lovely and comfortable flat. They are kind and attentive hosts and communication was excellent prior to and throughout our stay. \nThe self check in process was super easy and we

59,368

73%

(Other)

distance_to_city_center

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

Unnamed: 0

0.30

availability_30

0.24

availability_60

0.21

availability_90

0.19

minimum_minimum_nights

0.14

picture_url_setting_indoor_outdoor

-0.14

longitude

0.14

minimum_nights_avg_ntm

0.13

number_of_reviews_ltm

-0.12

number_of_reviews

-0.12

minimum_nights

0.12

availability_365

0.11

reviews_per_month

-0.10

maximum_minimum_nights

0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.35

barcelona

0.29

istanbul

0.18

london

0.17

oslo

0.13

host_response_time

0.13

bathrooms_text

0.11

host_has_profile_pic

0.10

instant_bookable

0.08

room_type

0.06

host_is_superhost

0.06

has_availability

0.03

berlin

0.03

host_identity_verified

0.01

MOST FREQUENT VALUES

0.1283587122725697

0.1%

0.1283437162250845

0.1%

0.3079402195985847

<0.1%

0.0246776237610739

<0.1%

0.1252130094386945

<0.1%

0.128584854057985

<0.1%

0.1291157007809311

<0.1%

0.1284755954659397

<0.1%

0.0472057989398937

<0.1%

0.0115687980331462

<0.1%

0.079777500105052

<0.1%

0.0409620063918285

<0.1%

0.0276353329162047

<0.1%

0.0382379314804874

<0.1%

0.03198993134408

<0.1%

SMALLEST VALUES

0.0002341194378281

<0.1%

0.0002705084427285

<0.1%

0.0003280093377531

<0.1%

0.0003752855552109

<0.1%

0.0003885644713961

<0.1%

0.0003957138280056

<0.1%

0.0004406195885761

<0.1%

0.0004419455019153

<0.1%

0.0004462162803343

<0.1%

0.0004682231464583

<0.1%

0.0004855718097662

<0.1%

0.0004899691107514

<0.1%

0.0005238917404682

<0.1%

0.0006441803290904

<0.1%

0.000669552413404

<0.1%

LARGEST VALUES

0.9659916248677972

<0.1%

0.9577204477706012

<0.1%

0.9502057103472238

<0.1%

0.9473232653593984

<0.1%

0.9426585226219708

<0.1%

0.9270873514456726

<0.1%

0.9269802248370982

<0.1%

0.9242828579384532

<0.1%

0.9208716103402714

<0.1%

0.9013163660367997

<0.1%

0.9009092110950726

<0.1%

0.9008270472225912

<0.1%

0.9003895357899566

<0.1%

0.8998173959289371

<0.1%

0.8997808276331637

<0.1%

average_review_length

MISSING:

21,534

(27%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

-0.16

review_scores_value

-0.16

review_scores_accuracy

-0.15

review_scores_communication

-0.15

review_scores_checkin

-0.13

availability_60

-0.11

review_scores_cleanliness

-0.11

availability_90

-0.11

availability_30

-0.10

longitude

-0.10

reviews_per_month

-0.10

review_scores_location

-0.08

distance_to_city_center

-0.08

amount_of_amenities

0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.22

host_is_superhost

0.17

city

0.17

istanbul

0.15

host_has_profile_pic

0.14

has_availability

0.13

room_type

0.11

barcelona

0.10

bathrooms_text

0.09

london

0.08

host_identity_verified

0.04

oslo

0.03

instant_bookable

0.00

berlin

0.00

MOST FREQUENT VALUES

1.0

247

0.4%

29.0

239

0.4%

21.0

231

0.4%

30.0

223

0.4%

24.0

216

0.4%

31.0

215

0.4%

12.0

215

0.4%

28.0

210

0.4%

2.0

210

0.4%

11.0

209

0.4%

27.0

209

0.4%

25.0

208

0.3%

13.0

206

0.3%

19.0

202

0.3%

18.0

202

0.3%

SMALLEST VALUES

0.0

<0.1%

0.5

<0.1%

1.0

247

0.4%

1.25

<0.1%

1.3333333333333333

<0.1%

1.5

<0.1%

1.6666666666666667

<0.1%

2.0

210

0.4%

2.25

<0.1%

2.333333333333333

<0.1%

2.4545454545454546

<0.1%

2.5

<0.1%

2.6666666666666665

<0.1%

3.0

137

0.2%

3.25

<0.1%

LARGEST VALUES

574.0

<0.1%

531.5

<0.1%

444.0

<0.1%

401.0

<0.1%

393.0

<0.1%

363.0

<0.1%

348.3333333333333

<0.1%

321.0

<0.1%

304.0

<0.1%

296.0

<0.1%

292.0

<0.1%

286.6666666666667

<0.1%

283.0

<0.1%

280.0

<0.1%

276.0

<0.1%

spelling_errors

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

longitude

0.11

minimum_minimum_nights

0.08

aesthetic_score

0.07

minimum_nights_avg_ntm

0.07

latitude

-0.07

minimum_nights

0.07

maximum_minimum_nights

0.07

distance_to_city_center

-0.05

maximum_nights

0.04

number_of_reviews

0.03

host_listings_count

-0.03

host_total_listings_count

-0.03

calculated_host_listings_count_entire_homes

-0.02

availability_365

0.02

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.16

london

0.15

istanbul

0.08

berlin

0.07

has_availability

0.04

bathrooms_text

0.04

barcelona

0.03

host_response_time

0.02

host_has_profile_pic

0.02

host_identity_verified

0.01

room_type

0.01

host_is_superhost

0.01

oslo

0.01

instant_bookable

0.00

MOST FREQUENT VALUES

0.0

38,206

47.1%

0.01

12,157

15.0%

0.02

10,314

12.7%

0.03

6,952

8.6%

0.04

4,629

5.7%

0.05

2,709

3.3%

0.06

1,792

2.2%

0.07

1,221

1.5%

0.08

776

1.0%

0.09

531

0.7%

0.1

385

0.5%

0.11

312

0.4%

0.12

236

0.3%

0.14

147

0.2%

0.13

114

0.1%

SMALLEST VALUES

0.0

38,206

47.1%

0.01

12,157

15.0%

0.02

10,314

12.7%

0.03

6,952

8.6%

0.04

4,629

5.7%

0.05

2,709

3.3%

0.06

1,792

2.2%

0.07

1,221

1.5%

0.08

776

1.0%

0.09

531

0.7%

0.1

385

0.5%

0.11

312

0.4%

0.12

236

0.3%

0.13

114

0.1%

0.14

147

0.2%

LARGEST VALUES

1.0

<0.1%

0.77

<0.1%

0.67

<0.1%

0.5

<0.1%

0.49

<0.1%

0.48

<0.1%

0.47

<0.1%

0.46

<0.1%

0.44

<0.1%

0.43

<0.1%

0.42

<0.1%

0.41

<0.1%

0.4

<0.1%

0.39

<0.1%

0.38

<0.1%

host_profile_pic_people_visible

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_professionality

0.37

host_profile_pic_quality

0.18

host_profile_pic_male_or_female

-0.18

Unnamed: 0

-0.15

aesthetic_score

-0.11

latitude

0.11

calculated_host_listings_count_entire_homes

0.10

calculated_host_listings_count

0.10

availability_90

-0.10

availability_60

-0.10

host_profile_pic_setting_indoor_outdoor

0.10

availability_30

-0.09

longitude

-0.09

host_listings_count

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_has_profile_pic

0.26

city

0.16

istanbul

0.12

oslo

0.10

host_response_time

0.10

bathrooms_text

0.08

instant_bookable

0.07

room_type

0.06

berlin

0.06

barcelona

0.05

host_identity_verified

0.04

has_availability

0.03

london

0.02

host_is_superhost

0.02

MOST FREQUENT VALUES

0.94189453125

4,822

5.9%

0.896484375

698

0.9%

0.80078125

679

0.8%

0.97265625

641

0.8%

0.63720703125

599

0.7%

0.8291015625

562

0.7%

0.73388671875

516

0.6%

0.63330078125

494

0.6%

0.7607421875

489

0.6%

0.79296875

485

0.6%

0.8857421875

477

0.6%

0.740234375

474

0.6%

0.7373046875

467

0.6%

0.77978515625

465

0.6%

0.70263671875

455

0.6%

SMALLEST VALUES

0.0078125

<0.1%

0.0084457397460937

<0.1%

0.0095596313476562

<0.1%

0.0114212036132812

<0.1%

0.0142822265625

<0.1%

0.0154266357421875

<0.1%

0.0161590576171875

<0.1%

0.01666259765625

<0.1%

0.0185394287109375

<0.1%

0.0203399658203125

<0.1%

0.0233306884765625

<0.1%

0.0247955322265625

<0.1%

0.026763916015625

<0.1%

0.0271759033203125

<0.1%

0.029754638671875

<0.1%

LARGEST VALUES

0.99365234375

<0.1%

0.9931640625

<0.1%

0.99169921875

<0.1%

0.9912109375

<0.1%

0.98974609375

<0.1%

0.9892578125

<0.1%

0.98876953125

<0.1%

0.98828125

<0.1%

0.98779296875

<0.1%

0.9873046875

<0.1%

0.98681640625

<0.1%

0.986328125

<0.1%

0.98583984375

<0.1%

0.9853515625

<0.1%

0.98486328125

<0.1%

host_profile_pic_male_or_female

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

latitude

-0.22

Unnamed: 0

0.19

aesthetic_score

0.19

host_profile_pic_people_visible

-0.18

longitude

0.15

availability_365

0.11

host_profile_pic_quality

0.11

calculated_host_listings_count_entire_homes

0.11

calculated_host_listings_count

0.10

availability_90

0.09

availability_60

0.09

minimum_minimum_nights

0.09

availability_30

0.08

maximum_minimum_nights

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.24

istanbul

0.19

oslo

0.18

host_has_profile_pic

0.15

instant_bookable

0.12

host_response_time

0.11

london

0.07

bathrooms_text

0.07

host_identity_verified

0.06

berlin

0.03

room_type

0.03

host_is_superhost

0.03

barcelona

0.02

has_availability

0.01

MOST FREQUENT VALUES

0.99462890625

5,752

7.1%

0.99853515625

3,321

4.1%

0.998046875

3,229

4.0%

0.99755859375

2,823

3.5%

0.9990234375

2,755

3.4%

0.9970703125

2,240

2.8%

0.99658203125

2,047

2.5%

0.99609375

1,519

1.9%

0.99951171875

1,372

1.7%

0.99560546875

1,118

1.4%

0.9951171875

957

1.2%

0.99365234375

811

1.0%

0.994140625

763

0.9%

0.9814453125

746

0.9%

0.9921875

730

0.9%

SMALLEST VALUES

0.184814453125

<0.1%

0.1993408203125

<0.1%

0.2337646484375

<0.1%

0.236572265625

<0.1%

0.248046875

<0.1%

0.2568359375

<0.1%

0.259765625

<0.1%

0.265869140625

<0.1%

0.26904296875

<0.1%

0.27197265625

<0.1%

0.275146484375

<0.1%

0.281494140625

<0.1%

0.28466796875

<0.1%

0.287841796875

<0.1%

0.291015625

<0.1%

LARGEST VALUES

1.0

<0.1%

0.99951171875

1,372

1.7%

0.9990234375

2,755

3.4%

0.99853515625

3,321

4.1%

0.998046875

3,229

4.0%

0.99755859375

2,823

3.5%

0.9970703125

2,240

2.8%

0.99658203125

2,047

2.5%

0.99609375

1,519

1.9%

0.99560546875

1,118

1.4%

0.9951171875

957

1.2%

0.99462890625

5,752

7.1%

0.994140625

763

0.9%

0.99365234375

811

1.0%

0.9931640625

509

0.6%

host_profile_pic_setting_indoor_outdoor

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_professionality

0.18

host_profile_pic_people_visible

0.10

calculated_host_listings_count

0.08

host_profile_pic_quality

-0.08

calculated_host_listings_count_entire_homes

0.07

host_listings_count

0.05

picture_url_setting_indoor_outdoor

0.05

longitude

-0.04

amount_of_amenities

-0.04

review_scores_communication

-0.04

minimum_minimum_nights

-0.04

minimum_nights_avg_ntm

-0.03

host_total_listings_count

0.03

maximum_minimum_nights

-0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_has_profile_pic

0.08

city

0.05

bathrooms_text

0.05

istanbul

0.03

host_is_superhost

0.03

london

0.03

oslo

0.03

room_type

0.02

instant_bookable

0.02

berlin

0.02

barcelona

0.01

host_response_time

0.01

host_identity_verified

0.01

has_availability

0.01

MOST FREQUENT VALUES

0.445556640625

4,803

5.9%

0.291015625

670

0.8%

0.248046875

516

0.6%

0.63330078125

508

0.6%

0.12420654296875

356

0.4%

0.515625

340

0.4%

0.385009765625

339

0.4%

0.437744140625

331

0.4%

0.76611328125

317

0.4%

0.33447265625

312

0.4%

0.1441650390625

291

0.4%

0.71240234375

278

0.3%

0.39990234375

274

0.3%

0.2509765625

266

0.3%

0.1561279296875

264

0.3%

SMALLEST VALUES

0.0001132488250732

<0.1%

0.0001511573791503

<0.1%

0.0001940727233886

<0.1%

0.0001971721649169

<0.1%

0.0002033710479736

<0.1%

0.0002131462097167

<0.1%

0.0002166032791137

<0.1%

0.0002305507659912

<0.1%

0.0002415180206298

<0.1%

0.0002672672271728

<0.1%

0.0002694129943847

<0.1%

0.000300645828247

<0.1%

0.0003054141998291

<0.1%

0.0003101825714111

<0.1%

0.0003149509429931

<0.1%

LARGEST VALUES

0.99853515625

<0.1%

0.998046875

<0.1%

0.99755859375

<0.1%

0.9970703125

<0.1%

0.99658203125

<0.1%

0.99609375

<0.1%

0.99560546875

<0.1%

0.9951171875

<0.1%

0.99462890625

<0.1%

0.994140625

<0.1%

0.99365234375

<0.1%

0.9931640625

0.1%

0.99267578125

<0.1%

0.9921875

<0.1%

0.99169921875

<0.1%

host_profile_pic_professionality

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_people_visible

0.37

host_profile_pic_quality

0.23

host_profile_pic_setting_indoor_outdoor

0.18

calculated_host_listings_count_entire_homes

0.16

calculated_host_listings_count

0.16

Unnamed: 0

-0.11

host_listings_count

0.11

aesthetic_score

-0.09

latitude

0.08

host_total_listings_count

0.08

longitude

-0.08

availability_30

-0.08

availability_60

-0.07

availability_90

-0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.13

host_has_profile_pic

0.12

istanbul

0.11

bathrooms_text

0.08

oslo

0.08

room_type

0.07

host_response_time

0.05

barcelona

0.05

host_identity_verified

0.05

berlin

0.04

instant_bookable

0.01

london

0.01

has_availability

0.01

host_is_superhost

0.01

MOST FREQUENT VALUES

0.392333984375

4,924

6.1%

0.2451171875

825

1.0%

0.71875

658

0.8%

0.5546875

482

0.6%

0.0953369140625

375

0.5%

0.07159423828125

370

0.5%

0.1778564453125

365

0.5%

0.030670166015625

359

0.4%

0.1895751953125

358

0.4%

0.0726318359375

343

0.4%

0.32421875

333

0.4%

0.53125

331

0.4%

0.2337646484375

318

0.4%

0.2568359375

318

0.4%

0.0863037109375

317

0.4%

SMALLEST VALUES

0.0001088976860046

<0.1%

0.0001177191734313

<0.1%

0.0001273155212402

<0.1%

0.0001971721649169

<0.1%

0.0002131462097167

<0.1%

0.0002166032791137

<0.1%

0.0002415180206298

<0.1%

0.0002453327178955

<0.1%

0.0002572536468505

<0.1%

0.00026535987854

<0.1%

0.0002825260162353

<0.1%

0.0002868175506591

<0.1%

0.0003101825714111

<0.1%

0.0003199577331542

<0.1%

0.0003249645233154

<0.1%

LARGEST VALUES

0.99658203125

<0.1%

0.9951171875

<0.1%

0.99462890625

<0.1%

0.994140625

<0.1%

0.99365234375

<0.1%

0.9931640625

<0.1%

0.99267578125

<0.1%

0.9921875

<0.1%

0.99169921875

<0.1%

0.9912109375

<0.1%

0.99072265625

<0.1%

0.990234375

<0.1%

0.98974609375

<0.1%

0.9892578125

<0.1%

0.98876953125

<0.1%

host_profile_pic_quality

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_professionality

0.23

host_profile_pic_people_visible

0.18

host_profile_pic_male_or_female

0.11

host_profile_pic_setting_indoor_outdoor

-0.08

calculated_host_listings_count_entire_homes

0.07

calculated_host_listings_count

0.06

longitude

0.05

host_listings_count

0.04

reviews_per_month

0.04

maximum_minimum_nights

0.04

host_acceptance_rate

0.03

latitude

-0.03

amount_of_amenities

0.03

host_response_rate

0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_has_profile_pic

0.14

city

0.09

london

0.08

bathrooms_text

0.08

berlin

0.05

room_type

0.04

host_response_time

0.03

istanbul

0.03

host_is_superhost

0.03

barcelona

0.02

host_identity_verified

0.02

instant_bookable

0.01

oslo

0.00

has_availability

0.00

MOST FREQUENT VALUES

0.974609375

5,299

6.5%

0.97265625

1,251

1.5%

0.96875

844

1.0%

0.99169921875

727

0.9%

0.9345703125

701

0.9%

0.98974609375

669

0.8%

0.98828125

665

0.8%

0.99267578125

604

0.7%

0.990234375

601

0.7%

0.978515625

578

0.7%

0.98046875

570

0.7%

0.98876953125

561

0.7%

0.98681640625

550

0.7%

0.9794921875

549

0.7%

0.9775390625

539

0.7%

SMALLEST VALUES

0.02001953125

<0.1%

0.0321044921875

<0.1%

0.039642333984375

<0.1%

0.04400634765625

<0.1%

0.044677734375

<0.1%

0.04742431640625

<0.1%

0.049591064453125

<0.1%

0.05499267578125

<0.1%

0.0574951171875

<0.1%

0.06097412109375

<0.1%

0.0618896484375

<0.1%

0.06280517578125

<0.1%

0.06951904296875

<0.1%

0.07159423828125

<0.1%

0.07366943359375

<0.1%

LARGEST VALUES

1.0

<0.1%

0.99951171875

<0.1%

0.9990234375

329

0.4%

0.99853515625

222

0.3%

0.998046875

271

0.3%

0.99755859375

313

0.4%

0.9970703125

423

0.5%

0.99658203125

430

0.5%

0.99609375

419

0.5%

0.99560546875

429

0.5%

0.9951171875

350

0.4%

0.99462890625

478

0.6%

0.994140625

434

0.5%

0.99365234375

431

0.5%

0.9931640625

449

0.6%

aesthetic_score

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

latitude

-0.77

longitude

0.64

Unnamed: 0

0.60

minimum_minimum_nights

0.35

minimum_nights_avg_ntm

0.33

minimum_nights

0.31

availability_365

0.26

maximum_minimum_nights

0.25

availability_90

0.23

availability_60

0.23

availability_30

0.22

host_profile_pic_male_or_female

0.19

host_profile_pic_people_visible

-0.11

maximum_nights

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.84

istanbul

0.75

oslo

0.43

london

0.39

berlin

0.21

host_response_time

0.14

host_identity_verified

0.14

bathrooms_text

0.10

instant_bookable

0.10

barcelona

0.06

host_has_profile_pic

0.06

room_type

0.04

has_availability

0.02

host_is_superhost

0.01

MOST FREQUENT VALUES

5.473886676132679

538

0.7%

5.572325259447098

501

0.6%

5.776585668325424

<0.1%

5.359848324209452

<0.1%

5.154776019975543

<0.1%

6.230590728111565

<0.1%

5.593718692660332

<0.1%

6.817412557080388

<0.1%

6.684320999309421

<0.1%

7.2101232670247555

<0.1%

6.349874839186668

<0.1%

6.565364507958293

<0.1%

5.250651624985039

<0.1%

5.746558850631118

<0.1%

6.201457284390926

<0.1%

SMALLEST VALUES

3.2108159624040127

<0.1%

3.3047033715993166

<0.1%

3.3064658772200346

<0.1%

3.31934663746506

<0.1%

3.355289310216904

<0.1%

3.409590534865856

<0.1%

3.438272939994931

<0.1%

3.446273570880294

<0.1%

3.451498681679368

<0.1%

3.472192648798228

<0.1%

3.483962520956993

<0.1%

3.492670709267258

<0.1%

3.5090051628649235

<0.1%

3.522786047309637

<0.1%

3.523327052593231

<0.1%

LARGEST VALUES

8.182283068075776

<0.1%

8.077733104117215

<0.1%

8.072460144758224

<0.1%

8.061024316586554

<0.1%

8.009882999584079

<0.1%

8.00934693031013

<0.1%

8.00281061977148

<0.1%

7.989589404314756

<0.1%

7.988768709823489

<0.1%

7.98405934497714

<0.1%

7.965879237279296

<0.1%

7.948494674637914

<0.1%

7.943469751626253

<0.1%

7.938061760738492

<0.1%

7.933788527268916

<0.1%

picture_url_setting_indoor_outdoor

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

distance_to_city_center

-0.14

accommodates

-0.10

bedrooms

-0.10

beds

-0.09

bathrooms

-0.08

aesthetic_score

-0.06

amount_of_amenities

-0.06

longitude

-0.06

availability_30

-0.05

host_profile_pic_setting_indoor_outdoor

0.05

calculated_host_listings_count

0.04

reviews_per_month

0.04

availability_60

-0.04

calculated_host_listings_count_private_rooms

0.04

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.12

bathrooms_text

0.10

oslo

0.10

london

0.06

room_type

0.06

host_response_time

0.05

istanbul

0.04

instant_bookable

0.04

berlin

0.03

host_identity_verified

0.03

barcelona

0.02

host_has_profile_pic

0.01

has_availability

0.01

host_is_superhost

0.01

MOST FREQUENT VALUES

0.98974609375

1,304

1.6%

0.986328125

1,273

1.6%

0.76904296875

1,203

1.5%

0.98779296875

1,106

1.4%

0.98828125

1,097

1.4%

0.9912109375

1,088

1.3%

0.98876953125

1,052

1.3%

0.99169921875

1,049

1.3%

0.982421875

967

1.2%

0.994140625

960

1.2%

0.990234375

941

1.2%

0.9921875

927

1.1%

0.974609375

925

1.1%

0.978515625

924

1.1%

0.99072265625

921

1.1%

SMALLEST VALUES

0.0002572536468505

<0.1%

0.0004727840423583

<0.1%

0.0005273818969726

<0.1%

0.0005359649658203

<0.1%

0.0005526542663574

<0.1%

0.0005617141723632

<0.1%

0.0006022453308105

<0.1%

0.0006070137023925

<0.1%

0.0006361007690429

<0.1%

0.0006461143493652

<0.1%

0.0006566047668457

<0.1%

0.0006666183471679

<0.1%

0.0006771087646484

<0.1%

0.0007095336914062

<0.1%

0.0007319450378417

<0.1%

LARGEST VALUES

1.0

<0.1%

0.99951171875

<0.1%

0.9990234375

183

0.2%

0.99853515625

289

0.4%

0.998046875

349

0.4%

0.99755859375

492

0.6%

0.9970703125

560

0.7%

0.99658203125

598

0.7%

0.99609375

708

0.9%

0.99560546875

737

0.9%

0.9951171875

781

1.0%

0.99462890625

828

1.0%

0.994140625

960

1.2%

0.99365234375

902

1.1%

0.9931640625

781

1.0%

amount_of_amenities

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

accommodates

0.21

number_of_reviews_ltm

0.20

host_response_rate

0.19

review_scores_rating

0.18

review_scores_cleanliness

0.18

host_acceptance_rate

0.18

availability_30

-0.17

review_scores_value

0.16

review_scores_accuracy

0.16

review_scores_communication

0.16

number_of_reviews

0.16

minimum_minimum_nights

-0.16

number_of_reviews_l30d

0.15

availability_60

-0.14

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_is_superhost

0.29

host_response_time

0.26

room_type

0.21

bathrooms_text

0.18

host_has_profile_pic

0.17

has_availability

0.10

city

0.07

host_identity_verified

0.06

london

0.05

instant_bookable

0.05

istanbul

0.04

oslo

0.03

barcelona

0.03

berlin

0.00

MOST FREQUENT VALUES

1,936

2.4%

1,901

2.3%

1,892

2.3%

1,887

2.3%

1,877

2.3%

1,877

2.3%

1,860

2.3%

1,842

2.3%

1,832

2.3%

1,824

2.3%

1,818

2.2%

1,780

2.2%

1,766

2.2%

1,765

2.2%

1,763

2.2%

SMALLEST VALUES

261

0.3%

109

0.1%

163

0.2%

398

0.5%

802

1.0%

1,387

1.7%

1,629

2.0%

1,842

2.3%

1,877

2.3%

1,936

2.4%

1,892

2.3%

1,594

2.0%

1,549

1.9%

1,456

1.8%

1,332

1.6%

LARGEST VALUES

116

<0.1%

106

<0.1%

101

<0.1%

100

<0.1%

berlin

MISSING:

---

TOP CATEGORIES

0.0

72,058

89%

1.0

9,008

11%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

berlin
PROVIDES INFORMATION ON...

city

0.23

istanbul

0.07

london

0.07

barcelona

0.05

oslo

0.04

host_identity_verified

0.01

host_has_profile_pic

0.00

bathrooms_text

0.00

has_availability

0.00

host_is_superhost

0.00

host_response_time

0.00

room_type

0.00

instant_bookable

0.00

THESE FEATURES
GIVE INFORMATION
ON berlin:

city

1.00

istanbul

0.13

london

0.12

barcelona

0.07

oslo

0.04

bathrooms_text

0.01

host_response_time

0.01

host_identity_verified

0.00

host_is_superhost

0.00

host_has_profile_pic

0.00

room_type

0.00

has_availability

0.00

instant_bookable

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

berlin
CORRELATION RATIO WITH...

latitude

0.28

Unnamed: 0

0.27

aesthetic_score

0.21

availability_30

0.15

availability_60

0.13

availability_90

0.12

number_of_reviews

0.11

number_of_reviews_ltm

0.08

bedrooms

0.07

calculated_host_listings_count_shared_rooms

0.07

reviews_per_month

0.07

number_of_reviews_l30d

0.07

spelling_errors

0.07

availability_365

0.07

barcelona

MISSING:

---

TOP CATEGORIES

0.0

65,644

81%

1.0

15,422

19%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

barcelona
PROVIDES INFORMATION ON...

city

0.32

istanbul

0.13

london

0.12

berlin

0.07

oslo

0.07

host_response_time

0.01

bathrooms_text

0.01

has_availability

0.01

host_has_profile_pic

0.01

host_identity_verified

0.01

instant_bookable

0.00

room_type

0.00

host_is_superhost

0.00

THESE FEATURES
GIVE INFORMATION
ON barcelona:

city

1.00

istanbul

0.17

london

0.15

berlin

0.05

oslo

0.05

bathrooms_text

0.03

host_response_time

0.03

instant_bookable

0.01

host_has_profile_pic

0.00

host_identity_verified

0.00

room_type

0.00

has_availability

0.00

host_is_superhost

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

barcelona
CORRELATION RATIO WITH...

Unnamed: 0

0.51

latitude

0.43

longitude

0.39

distance_to_city_center

0.29

availability_30

0.29

availability_60

0.26

availability_90

0.21

number_of_reviews

0.17

calculated_host_listings_count

0.16

calculated_host_listings_count_private_rooms

0.16

number_of_reviews_ltm

0.13

calculated_host_listings_count_entire_homes

0.12

host_listings_count

0.11

minimum_minimum_nights

0.10

istanbul

MISSING:

---

TOP CATEGORIES

0.0

55,664

69%

1.0

25,402

31%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

istanbul
PROVIDES INFORMATION ON...

city

0.41

london

0.22

barcelona

0.17

berlin

0.13

oslo

0.12

host_identity_verified

0.03

host_has_profile_pic

0.02

host_response_time

0.01

bathrooms_text

0.01

instant_bookable

0.00

room_type

0.00

has_availability

0.00

host_is_superhost

0.00

THESE FEATURES
GIVE INFORMATION
ON istanbul:

city

1.00

london

0.21

barcelona

0.13

berlin

0.07

oslo

0.06

host_response_time

0.03

bathrooms_text

0.02

host_identity_verified

0.01

host_has_profile_pic

0.01

instant_bookable

0.00

room_type

0.00

host_is_superhost

0.00

has_availability

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

istanbul
CORRELATION RATIO WITH...

longitude

0.93

Unnamed: 0

0.82

aesthetic_score

0.75

latitude

0.64

minimum_minimum_nights

0.45

minimum_nights_avg_ntm

0.41

minimum_nights

0.40

availability_30

0.39

availability_60

0.39

availability_90

0.36

availability_365

0.32

maximum_minimum_nights

0.31

host_profile_pic_male_or_female

0.19

distance_to_city_center

0.18

london

MISSING:

---

TOP CATEGORIES

0.0

57,861

71%

1.0

23,205

29%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

london
PROVIDES INFORMATION ON...

city

0.40

istanbul

0.21

barcelona

0.15

berlin

0.12

oslo

0.11

bathrooms_text

0.01

host_identity_verified

0.01

room_type

0.00

host_response_time

0.00

has_availability

0.00

host_has_profile_pic

0.00

host_is_superhost

0.00

instant_bookable

0.00

THESE FEATURES
GIVE INFORMATION
ON london:

city

1.00

istanbul

0.22

barcelona

0.12

berlin

0.07

oslo

0.06

bathrooms_text

0.02

room_type

0.00

host_response_time

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

has_availability

0.00

host_is_superhost

0.00

instant_bookable

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

london
CORRELATION RATIO WITH...

longitude

0.63

latitude

0.41

aesthetic_score

0.39

minimum_minimum_nights

0.29

minimum_nights_avg_ntm

0.27

minimum_nights

0.25

maximum_minimum_nights

0.21

distance_to_city_center

0.17

availability_365

0.16

spelling_errors

0.15

availability_90

0.09

availability_60

0.08

host_profile_pic_quality

0.08

Unnamed: 0

0.08

oslo

MISSING:

---

TOP CATEGORIES

0.0

73,037

90%

1.0

8,029

10%

ALL

81,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

oslo
PROVIDES INFORMATION ON...

city

0.21

istanbul

0.06

london

0.06

host_identity_verified

0.05

barcelona

0.05

berlin

0.04

instant_bookable

0.03

host_response_time

0.01

room_type

0.01

has_availability

0.01

bathrooms_text

0.01

host_is_superhost

0.00

host_has_profile_pic

0.00

THESE FEATURES
GIVE INFORMATION
ON oslo:

city

1.00

istanbul

0.12

london

0.11

barcelona

0.07

instant_bookable

0.06

host_response_time

0.05

berlin

0.04

host_identity_verified

0.04

bathrooms_text

0.03

room_type

0.02

has_availability

0.00

host_is_superhost

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

oslo
CORRELATION RATIO WITH...

latitude

0.64

Unnamed: 0

0.45

aesthetic_score

0.43

host_profile_pic_male_or_female

0.18

minimum_nights_avg_ntm

0.16

minimum_minimum_nights

0.16

host_acceptance_rate

0.15

maximum_minimum_nights

0.15

minimum_nights

0.14

maximum_nights

0.13

distance_to_city_center

0.13

availability_365

0.11

host_profile_pic_people_visible

0.10

calculated_host_listings_count

0.10